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100644 index 0000000000000000000000000000000000000000..1e95f7739972a43af857acd16291375c5bb6822a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_0/index_tensor([8365, 8365])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady medium shot, shot from a slightly upward angle, bathes the entire scene in a soft-focus halo, creating a warm and delicate picture-book-like atmosphere. At the center of the frame is a cuddly little pig demon, with a chubby pink body, large, floppy ears, and a pair of inquisitive, jet-black eyes. Clad in a simple, light-brown linen vest, it leans slightly forward, its head lowered, its mouth open in a small, rounded circle of wonder, as it gazes intently at its feet. Next to its tiny hooves, countless shimmering magical roots burst forth from the dark, fertile soil. Like flowing golden rays, they spread with graceful swiftness, weaving intricate, luminous, and mysterious patterns across the mossy ground. They cast a soft, warm glow upon the little pig demon's astonished face, creating a magical atmosphere of wonder and quiet discovery.", + "seed": 10793, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_0/index_8365_seed_10793_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020506899058818816, + "vlm_logprob": -0.020506899058818816, + "vlm_yes_no_margin": 3.974999952316284, + "vlm_token_credit": -0.020506899058818816, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011464077048003674 + ], + "opposite_logprob_tokens": [ + -4.5114641189575195 + ], + "logprob_reward": -0.011464077048003674, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011464077048003674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1179136410355568, + 0.12382140755653381, + 0.19794350862503052, + 0.07474624365568161, + 0.09386380016803741, + 0.05767384171485901, + 0.030100038275122643, + 0.04119878634810448, + 0.15130075812339783, + 0.11143797636032104 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.011464077048003674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810097277164459 + ], + "opposite_logprob_tokens": [ + -3.2881009578704834 + ], + "logprob_reward": -0.03810097277164459, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810097277164459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08889463543891907, + 0.2096135914325714, + 0.034457284957170486, + 0.1253727227449417, + 0.0713980495929718, + 0.08849937468767166, + 0.08067965507507324, + 0.056207045912742615, + 0.09473368525505066, + 0.15014398097991943 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.03810097277164459 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588964223861694 + ], + "opposite_logprob_tokens": [ + -3.8955888748168945 + ], + "logprob_reward": -0.020588964223861694, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588964223861694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1872539222240448, + 0.08166942000389099, + 0.1623234897851944, + 0.20930759608745575, + 0.09611522406339645, + 0.04891563579440117, + 0.046503424644470215, + 0.04669880494475365, + 0.05432234704494476, + 0.06689013540744781 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.020588964223861694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818917691707611 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.01818917691707611, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818917691707611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10443059355020523, + 0.1113985925912857, + 0.20379827916622162, + 0.15023092925548553, + 0.0894700214266777, + 0.06746366620063782, + 0.06802169233560562, + 0.1093234047293663, + 0.03988152742385864, + 0.055981289595365524 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.01818917691707611 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191304333508015 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191304333508015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191304333508015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09923912584781647, + 0.32588991522789, + 0.1623774617910385, + 0.20063355565071106, + 0.07006838917732239, + 0.0437714159488678, + 0.029886187985539436, + 0.01872176304459572, + 0.015118952840566635, + 0.03429324924945831 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.014191304333508015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a slightly upward angle, bathes the entire scene in a soft-focus halo, creating a warm and delicate picture-book-like atmosphere. At the center of the frame is a cuddly little pig demon, with a chubby pink body, large, floppy ears, and a pair of inquisitive, jet-black eyes. Clad in a simple, light-brown linen vest, it leans slightly forward, its head lowered, its mouth open in a small, rounded circle of wonder, as it gazes intently at its feet. Next to its tiny hooves, countless shimmering magical roots burst forth from the dark, fertile soil. Like flowing golden rays, they spread with graceful swiftness, weaving intricate, luminous, and mysterious patterns across the mossy ground. They cast a soft, warm glow upon the little pig demon's astonished face, creating a magical atmosphere of wonder and quiet discovery.", + "seed": 10794, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_0/index_8365_seed_10794_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027813604101538658, + "vlm_logprob": -0.027813604101538658, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.027813604101538658, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013590782880783081 + ], + "opposite_logprob_tokens": [ + -4.3885908126831055 + ], + "logprob_reward": -0.013590782880783081, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013590782880783081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041896943002939224, + 0.025509566068649292, + 0.016589386388659477, + 0.1819889396429062, + 0.014484090730547905, + 0.2794836461544037, + 0.31082984805107117, + 0.0826851949095726, + 0.02743540331721306, + 0.019096944481134415 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.013590782880783081 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003737986087799 + ], + "opposite_logprob_tokens": [ + -2.695037364959717 + ], + "logprob_reward": -0.07003737986087799, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003737986087799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048610348254442215, + 0.07464301586151123, + 0.06443388760089874, + 0.21256303787231445, + 0.017805475741624832, + 0.2087865024805069, + 0.07078193128108978, + 0.08983292430639267, + 0.1922486275434494, + 0.020294273272156715 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.07003737986087799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299837484955788 + ], + "opposite_logprob_tokens": [ + -3.7732999324798584 + ], + "logprob_reward": -0.023299837484955788, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299837484955788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05046139657497406, + 0.03605583682656288, + 0.022283142432570457, + 0.2751563489437103, + 0.014231203123927116, + 0.2474357932806015, + 0.08936795592308044, + 0.13424919545650482, + 0.06185394898056984, + 0.06890517473220825 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.023299837484955788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607399806380272 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607399806380272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607399806380272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025614246726036072, + 0.017283204942941666, + 0.03499920666217804, + 0.22368858754634857, + 0.007652763277292252, + 0.477204293012619, + 0.10217215120792389, + 0.033200617879629135, + 0.05450902506709099, + 0.023675909265875816 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.01607399806380272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066022217273712 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066022217273712, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066022217273712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04555325210094452, + 0.037250127643346786, + 0.015275096520781517, + 0.2363208830356598, + 0.006838999688625336, + 0.5426009297370911, + 0.06412725150585175, + 0.016600636765360832, + 0.014498225413262844, + 0.02093455009162426 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.016066022217273712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a slightly upward angle, bathes the entire scene in a soft-focus halo, creating a warm and delicate picture-book-like atmosphere. At the center of the frame is a cuddly little pig demon, with a chubby pink body, large, floppy ears, and a pair of inquisitive, jet-black eyes. Clad in a simple, light-brown linen vest, it leans slightly forward, its head lowered, its mouth open in a small, rounded circle of wonder, as it gazes intently at its feet. Next to its tiny hooves, countless shimmering magical roots burst forth from the dark, fertile soil. Like flowing golden rays, they spread with graceful swiftness, weaving intricate, luminous, and mysterious patterns across the mossy ground. They cast a soft, warm glow upon the little pig demon's astonished face, creating a magical atmosphere of wonder and quiet discovery.", + "seed": 10795, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_0/index_8365_seed_10795_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0223678158596158, + "vlm_logprob": -0.0223678158596158, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.0223678158596158, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005824735388159752 + ], + "opposite_logprob_tokens": [ + -5.255824565887451 + ], + "logprob_reward": -0.005824735388159752, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005824735388159752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.314548134803772, + 0.04480763152241707, + 0.07013698667287827, + 0.09998580813407898, + 0.034336213022470474, + 0.02371278777718544, + 0.03786122798919678, + 0.23555314540863037, + 0.06218463554978371, + 0.07687346637248993 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.005824735388159752 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806537553668022 + ], + "opposite_logprob_tokens": [ + -3.529806613922119 + ], + "logprob_reward": -0.029806537553668022, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806537553668022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08747123926877975, + 0.022922514006495476, + 0.03089497610926628, + 0.16554208099842072, + 0.06175556778907776, + 0.031776003539562225, + 0.056381527334451675, + 0.1784375011920929, + 0.1811632513999939, + 0.18365539610385895 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.029806537553668022 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043084751814603806 + ], + "opposite_logprob_tokens": [ + -3.1680848598480225 + ], + "logprob_reward": -0.043084751814603806, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043084751814603806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19413025677204132, + 0.03225322067737579, + 0.017960134893655777, + 0.11534523963928223, + 0.3256460726261139, + 0.02464987151324749, + 0.030437428504228592, + 0.07345814257860184, + 0.06229228153824806, + 0.12382735311985016 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.043084751814603806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584875717759132 + ], + "opposite_logprob_tokens": [ + -3.89558482170105 + ], + "logprob_reward": -0.020584875717759132, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584875717759132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10250626504421234, + 0.056129083037376404, + 0.04802887886762619, + 0.15358330309391022, + 0.12739558517932892, + 0.03930225968360901, + 0.06153823435306549, + 0.06643833965063095, + 0.14833711087703705, + 0.19674092531204224 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.020584875717759132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538178823888302 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012538178823888302, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538178823888302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18823541700839996, + 0.023060286417603493, + 0.0851239338517189, + 0.18561314046382904, + 0.03410959616303444, + 0.01915166527032852, + 0.0391443707048893, + 0.04547884315252304, + 0.08079560846090317, + 0.2992871403694153 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.012538178823888302 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a slightly upward angle, bathes the entire scene in a soft-focus halo, creating a warm and delicate picture-book-like atmosphere. At the center of the frame is a cuddly little pig demon, with a chubby pink body, large, floppy ears, and a pair of inquisitive, jet-black eyes. Clad in a simple, light-brown linen vest, it leans slightly forward, its head lowered, its mouth open in a small, rounded circle of wonder, as it gazes intently at its feet. Next to its tiny hooves, countless shimmering magical roots burst forth from the dark, fertile soil. Like flowing golden rays, they spread with graceful swiftness, weaving intricate, luminous, and mysterious patterns across the mossy ground. They cast a soft, warm glow upon the little pig demon's astonished face, creating a magical atmosphere of wonder and quiet discovery.", + "seed": 10796, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_0/index_8365_seed_10796_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019706341437995434, + "vlm_logprob": -0.019706341437995434, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.019706341437995434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01017750147730112 + ], + "opposite_logprob_tokens": [ + -4.6351776123046875 + ], + "logprob_reward": -0.01017750147730112, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01017750147730112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06665685027837753, + 0.0441991463303566, + 0.2570427358150482, + 0.4174143075942993, + 0.06029469892382622, + 0.03132275864481926, + 0.06361756473779678, + 0.02030821517109871, + 0.011496440507471561, + 0.027647189795970917 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.01017750147730112 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048666927963495255 + ], + "opposite_logprob_tokens": [ + -3.0486669540405273 + ], + "logprob_reward": -0.048666927963495255, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048666927963495255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10159013420343399, + 0.04580685496330261, + 0.12403678148984909, + 0.4968203604221344, + 0.03822417929768562, + 0.03761496767401695, + 0.06882982701063156, + 0.01593063212931156, + 0.022488437592983246, + 0.04865781217813492 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.048666927963495255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607411541044712 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607411541044712, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607411541044712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041166599839925766, + 0.05848971754312515, + 0.07928456366062164, + 0.5159236192703247, + 0.01605275645852089, + 0.06836190074682236, + 0.043844666332006454, + 0.09200473874807358, + 0.023497313261032104, + 0.061374180018901825 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.01607411541044712 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079810559749603 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079810559749603, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079810559749603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07383015751838684, + 0.07159538567066193, + 0.3269447982311249, + 0.23542271554470062, + 0.058541569858789444, + 0.0752779021859169, + 0.0439576655626297, + 0.051322512328624725, + 0.03798102214932442, + 0.025126248598098755 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.011079810559749603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cuddly little pig demon with a chubby pink body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pig demon wearing a simple light-brown linen vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless shimmering magical roots bursting from the dark fertile soil next to the pig's hooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pig demon leaning forward with its head lowered and mouth open in a small rounded circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a steady medium shot from a slightly upward angle with a soft-focus halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253335177898407 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253335177898407, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253335177898407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06340021640062332, + 0.0274990051984787, + 0.13229016959667206, + 0.3278838098049164, + 0.11029849946498871, + 0.07188563048839569, + 0.1304696798324585, + 0.07227773219347, + 0.04568548500537872, + 0.018309809267520905 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.01253335177898407 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_1/index_tensor([8116, 8116])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_1/index_tensor([8116, 8116])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..513e7a9dd5546897ed6c0a89373d5c9f1d397ec6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_1/index_tensor([8116, 8116])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility.", + "seed": 21085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_1/index_8116_seed_21085_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017264433077070863, + "vlm_logprob": -0.017264433077070863, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.017264433077070863, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05607209354639053 + ], + "opposite_logprob_tokens": [ + -3.0560719966888428 + ], + "logprob_reward": -0.05607209354639053, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05607209354639053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18192879855632782, + 0.1725275218486786, + 0.06821084022521973, + 0.09298305958509445, + 0.03810349851846695, + 0.17113082110881805, + 0.05293261259794235, + 0.07067982852458954, + 0.05779595300555229, + 0.09370705485343933 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.05607209354639053 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012577615678310394 + ], + "opposite_logprob_tokens": [ + -4.387577533721924 + ], + "logprob_reward": -0.012577615678310394, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012577615678310394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1574251353740692, + 0.2142045944929123, + 0.29778748750686646, + 0.02249187044799328, + 0.025367915630340576, + 0.18762974441051483, + 0.015573281794786453, + 0.026658035814762115, + 0.02773474156856537, + 0.025127103552222252 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.012577615678310394 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006395916570909321 + ], + "opposite_logprob_tokens": [ + -7.37563943862915 + ], + "logprob_reward": -0.0006395916570909321, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006395916570909321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1722620129585266, + 0.08618617057800293, + 0.07931375503540039, + 0.08420151472091675, + 0.052083779126405716, + 0.33911341428756714, + 0.061050593852996826, + 0.03532111272215843, + 0.053548168390989304, + 0.0369194895029068 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0006395916570909321 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085234582424164 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011085234582424164, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085234582424164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29534289240837097, + 0.06821368634700775, + 0.05102822184562683, + 0.12766946852207184, + 0.030592024326324463, + 0.291674941778183, + 0.053804561495780945, + 0.03207451477646828, + 0.031412892043590546, + 0.01818680576980114 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.011085234582424164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947629921138287 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947629921138287, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947629921138287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15696316957473755, + 0.08691828697919846, + 0.05545607954263687, + 0.2795492708683014, + 0.03899968042969704, + 0.20770218968391418, + 0.04171828553080559, + 0.0796719491481781, + 0.023232726380228996, + 0.029788335785269737 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.005947629921138287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility.", + "seed": 21086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_1/index_8116_seed_21086_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029576059011742473, + "vlm_logprob": -0.029576059011742473, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.029576059011742473, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09245627373456955 + ], + "opposite_logprob_tokens": [ + -2.592456340789795 + ], + "logprob_reward": -0.09245627373456955, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09245627373456955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19437703490257263, + 0.0716964602470398, + 0.15861234068870544, + 0.2821190059185028, + 0.02277354523539543, + 0.019308175891637802, + 0.07999977469444275, + 0.06373267620801926, + 0.07831797003746033, + 0.02906300686299801 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.09245627373456955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009822015650570393 + ], + "opposite_logprob_tokens": [ + -4.634821891784668 + ], + "logprob_reward": -0.009822015650570393, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009822015650570393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28194284439086914, + 0.10513351112604141, + 0.11218395084142685, + 0.09963533282279968, + 0.02560422010719776, + 0.018142400309443474, + 0.07811525464057922, + 0.11486861854791641, + 0.07648827135562897, + 0.0878855437040329 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.009822015650570393 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015207880642265081 + ], + "opposite_logprob_tokens": [ + -6.50152063369751 + ], + "logprob_reward": -0.0015207880642265081, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015207880642265081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3588576316833496, + 0.07270881533622742, + 0.1785261034965515, + 0.16205072402954102, + 0.03959616273641586, + 0.0245068296790123, + 0.034110911190509796, + 0.054662711918354034, + 0.031697407364845276, + 0.043282706290483475 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0015207880642265081 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812920302152634 + ], + "opposite_logprob_tokens": [ + -3.2881290912628174 + ], + "logprob_reward": -0.03812920302152634, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812920302152634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3338727653026581, + 0.12218714505434036, + 0.09800698608160019, + 0.08313324302434921, + 0.07906917482614517, + 0.028056947514414787, + 0.11120247840881348, + 0.08233536779880524, + 0.016690164804458618, + 0.04544571414589882 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.03812920302152634 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952014587819576 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005952014587819576, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952014587819576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2506158947944641, + 0.10997048020362854, + 0.14658606052398682, + 0.08847232908010483, + 0.09096169471740723, + 0.05918603017926216, + 0.11665702611207962, + 0.030467554926872253, + 0.07462036609649658, + 0.03246256336569786 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.005952014587819576 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility.", + "seed": 21087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_1/index_8116_seed_21087_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08773901951499283, + "vlm_logprob": -0.08773901951499283, + "vlm_yes_no_margin": 3.724999988079071, + "vlm_token_credit": -0.08773901951499283, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3546162247657776 + ], + "opposite_logprob_tokens": [ + -1.2296161651611328 + ], + "logprob_reward": -0.3546162247657776, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3546162247657776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19446508586406708, + 0.23328155279159546, + 0.1005086600780487, + 0.1919718086719513, + 0.023066889494657516, + 0.1188802421092987, + 0.0538402684032917, + 0.03706086054444313, + 0.018740974366664886, + 0.028183652088046074 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.3546162247657776 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502571910619736 + ], + "opposite_logprob_tokens": [ + -2.930025815963745 + ], + "logprob_reward": -0.05502571910619736, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502571910619736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2640184164047241, + 0.12998320162296295, + 0.14827081561088562, + 0.06340468674898148, + 0.05301473289728165, + 0.17564836144447327, + 0.07588695734739304, + 0.02076151967048645, + 0.016518810763955116, + 0.05249251052737236 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.05502571910619736 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022060361225157976 + ], + "opposite_logprob_tokens": [ + -6.127205848693848 + ], + "logprob_reward": -0.0022060361225157976, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022060361225157976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27989330887794495, + 0.18603858351707458, + 0.07724763453006744, + 0.11756075173616409, + 0.05147513002157211, + 0.1495758593082428, + 0.07849714159965515, + 0.02205672487616539, + 0.013648518361151218, + 0.024006366729736328 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0022060361225157976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209077417850494 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.018209077417850494, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209077417850494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1557583212852478, + 0.26729023456573486, + 0.11160463839769363, + 0.14686958491802216, + 0.08042356371879578, + 0.1225450187921524, + 0.054675277322530746, + 0.02046731673181057, + 0.01489961426705122, + 0.025466453284025192 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.018209077417850494 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638040162622929 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008638040162622929, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638040162622929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3065950274467468, + 0.11503629386425018, + 0.12841418385505676, + 0.050869110971689224, + 0.04839921370148659, + 0.18633750081062317, + 0.06417348235845566, + 0.03916284441947937, + 0.03766784444451332, + 0.02334453910589218 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.008638040162622929 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility.", + "seed": 21088, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_1/index_8116_seed_21088_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021419975045137107, + "vlm_logprob": -0.021419975045137107, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.021419975045137107, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08956420421600342 + ], + "opposite_logprob_tokens": [ + -2.589564323425293 + ], + "logprob_reward": -0.08956420421600342, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08956420421600342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20082341134548187, + 0.23554447293281555, + 0.12769538164138794, + 0.15833795070648193, + 0.07236527651548386, + 0.06249039247632027, + 0.037552691996097565, + 0.03851952776312828, + 0.020982971414923668, + 0.04568792134523392 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.08956420421600342 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003644136479124427 + ], + "opposite_logprob_tokens": [ + -5.628643989562988 + ], + "logprob_reward": -0.003644136479124427, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003644136479124427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29030168056488037, + 0.4715571403503418, + 0.01853528991341591, + 0.021804433315992355, + 0.09535059332847595, + 0.035109296441078186, + 0.020636294037103653, + 0.010439632460474968, + 0.019399726763367653, + 0.016865938901901245 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.003644136479124427 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00030632095877081156 + ], + "opposite_logprob_tokens": [ + -8.125306129455566 + ], + "logprob_reward": -0.00030632095877081156, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.00030632095877081156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2477751076221466, + 0.11022451519966125, + 0.054205212742090225, + 0.14629985392093658, + 0.14307917654514313, + 0.11220571398735046, + 0.0512944832444191, + 0.04975956678390503, + 0.04466797038912773, + 0.0404883436858654 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.00030632095877081156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076385317370295525 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.0076385317370295525, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076385317370295525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1949196457862854, + 0.2891066372394562, + 0.0529036819934845, + 0.08341211080551147, + 0.07094696909189224, + 0.06738237291574478, + 0.07730313390493393, + 0.04753051698207855, + 0.06329351663589478, + 0.05320139601826668 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0076385317370295525 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface dark-gray asphalt with damp textures visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small shallow puddle coated with a thin film of oil visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the oil film display swirling colors of fuchsia, electric blue, and liquid gold before breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the oil film rupture from the center and spread outward while a fine mist erupts upward and dissipates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946681834757328 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946681834757328, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946681834757328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09964185953140259, + 0.41634345054626465, + 0.04719763621687889, + 0.03953532129526138, + 0.19956111907958984, + 0.04248546436429024, + 0.06691521406173706, + 0.0381341315805912, + 0.026909254491329193, + 0.023276524618268013 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.005946681834757328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_10/index_tensor([4607, 4607])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_10/index_tensor([4607, 4607])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2cdf22d58b051e6fa6205a8dd6b0a37220cea05c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_10/index_tensor([4607, 4607])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic, wide shot, filmed from a slightly elevated angle, sweeps slowly and steadily to the right across a vast expanse of poplar trees. At the far end of the frame, a majestic, mountain-like wall of sand slowly and inexorably advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees, their leaves a vibrant golden hue, tremble and rustle violently under the wind, as if uttering their final wail. Yet, in stark contrast to the frenzied dance of their fragile leaves, their weathered, dark brown trunks, twisted like dragons, stand like a silent, resolute army, firmly rooted in the sand, unmoving. The dim light casts long, struggling shadows across the twisted trunks, and the scene is dominated by the colors of gold, dark brown, and the sweeping yellow sand. Despite the howling wind and the air filled with dust, the entire picture does not convey despair. Instead, through the tenacious standing of the poplar forest in the doomsday-like scene, it emanates a shocking, inspirational sense of power about life and tenacity.", + "seed": 31260, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_10/index_4607_seed_31260_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15417527202516795, + "vlm_logprob": -0.15417527202516795, + "vlm_yes_no_margin": 2.8999999880790712, + "vlm_token_credit": -0.15417527202516795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016520844772458076 + ], + "opposite_logprob_tokens": [ + -5.016520977020264 + ], + "logprob_reward": -0.016520844772458076, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.016520844772458076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1873089075088501, + 0.1430991291999817, + 0.07074069231748581, + 0.12222868949174881, + 0.058514248579740524, + 0.05486016348004341, + 0.0632580891251564, + 0.0596422404050827, + 0.15201513469219208, + 0.08833277970552444 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.016520844772458076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803644865751266 + ], + "opposite_logprob_tokens": [ + -3.52980375289917 + ], + "logprob_reward": -0.029803644865751266, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803644865751266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2825855016708374, + 0.12499115616083145, + 0.13791358470916748, + 0.07869068533182144, + 0.04668714106082916, + 0.04335694760084152, + 0.11347183585166931, + 0.0859946608543396, + 0.03508777543902397, + 0.051220666617155075 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.029803644865751266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201059006154537 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014201059006154537, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201059006154537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26754486560821533, + 0.20279677212238312, + 0.050324808806180954, + 0.13675592839717865, + 0.07624625414609909, + 0.033722005784511566, + 0.1323021650314331, + 0.041775867342948914, + 0.02233068086206913, + 0.036200668662786484 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.014201059006154537 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42892175912857056 + ], + "opposite_logprob_tokens": [ + -1.0539216995239258 + ], + "logprob_reward": -0.42892175912857056, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42892175912857056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2060738056898117, + 0.09388624876737595, + 0.28220704197883606, + 0.06610383838415146, + 0.06583425402641296, + 0.07627483457326889, + 0.08581573516130447, + 0.028919506818056107, + 0.06371384114027023, + 0.03117089346051216 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.42892175912857056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2814290523529053 + ], + "opposite_logprob_tokens": [ + -1.4064290523529053 + ], + "logprob_reward": -0.2814290523529053, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2814290523529053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30736562609672546, + 0.12939424812793732, + 0.03933515027165413, + 0.1234515979886055, + 0.07644727826118469, + 0.03178409859538078, + 0.14153754711151123, + 0.06487531214952469, + 0.05397321283817291, + 0.0318358913064003 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.2814290523529053 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, wide shot, filmed from a slightly elevated angle, sweeps slowly and steadily to the right across a vast expanse of poplar trees. At the far end of the frame, a majestic, mountain-like wall of sand slowly and inexorably advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees, their leaves a vibrant golden hue, tremble and rustle violently under the wind, as if uttering their final wail. Yet, in stark contrast to the frenzied dance of their fragile leaves, their weathered, dark brown trunks, twisted like dragons, stand like a silent, resolute army, firmly rooted in the sand, unmoving. The dim light casts long, struggling shadows across the twisted trunks, and the scene is dominated by the colors of gold, dark brown, and the sweeping yellow sand. Despite the howling wind and the air filled with dust, the entire picture does not convey despair. Instead, through the tenacious standing of the poplar forest in the doomsday-like scene, it emanates a shocking, inspirational sense of power about life and tenacity.", + "seed": 31261, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_10/index_4607_seed_31261_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06180350482463837, + "vlm_logprob": -0.06180350482463837, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.06180350482463837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02227221429347992 + ], + "opposite_logprob_tokens": [ + -4.397272109985352 + ], + "logprob_reward": -0.02227221429347992, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.02227221429347992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15393878519535065, + 0.08381610363721848, + 0.10649266839027405, + 0.06996720284223557, + 0.06824237108230591, + 0.09467175602912903, + 0.0390387699007988, + 0.12502837181091309, + 0.0983361229300499, + 0.16046787798404694 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02227221429347992 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368818759918213 + ], + "opposite_logprob_tokens": [ + -3.4086880683898926 + ], + "logprob_reward": -0.03368818759918213, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368818759918213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25293123722076416, + 0.2218347191810608, + 0.1431950479745865, + 0.03517768532037735, + 0.04068637639284134, + 0.0438833124935627, + 0.020264800637960434, + 0.14279775321483612, + 0.02830975316464901, + 0.07091929763555527 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03368818759918213 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184494227170944 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184494227170944, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184494227170944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1777278631925583, + 0.08055369555950165, + 0.16010551154613495, + 0.10176882147789001, + 0.07181551307439804, + 0.14273929595947266, + 0.04618149250745773, + 0.10652105510234833, + 0.04798959940671921, + 0.06459716707468033 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.018184494227170944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496016517281532 + ], + "opposite_logprob_tokens": [ + -2.929960250854492 + ], + "logprob_reward": -0.05496016517281532, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496016517281532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17646849155426025, + 0.08023543655872345, + 0.2156052589416504, + 0.06117906793951988, + 0.11988666653633118, + 0.08494830876588821, + 0.07469434291124344, + 0.07498998939990997, + 0.024379221722483635, + 0.08761319518089294 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.05496016517281532 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991246283054352 + ], + "opposite_logprob_tokens": [ + -1.8049124479293823 + ], + "logprob_reward": -0.17991246283054352, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991246283054352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13349488377571106, + 0.050151292234659195, + 0.13076312839984894, + 0.0588577575981617, + 0.046307940036058426, + 0.0664399191737175, + 0.03027903288602829, + 0.04724826663732529, + 0.06172139570116997, + 0.37473639845848083 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.17991246283054352 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, wide shot, filmed from a slightly elevated angle, sweeps slowly and steadily to the right across a vast expanse of poplar trees. At the far end of the frame, a majestic, mountain-like wall of sand slowly and inexorably advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees, their leaves a vibrant golden hue, tremble and rustle violently under the wind, as if uttering their final wail. Yet, in stark contrast to the frenzied dance of their fragile leaves, their weathered, dark brown trunks, twisted like dragons, stand like a silent, resolute army, firmly rooted in the sand, unmoving. The dim light casts long, struggling shadows across the twisted trunks, and the scene is dominated by the colors of gold, dark brown, and the sweeping yellow sand. Despite the howling wind and the air filled with dust, the entire picture does not convey despair. Instead, through the tenacious standing of the poplar forest in the doomsday-like scene, it emanates a shocking, inspirational sense of power about life and tenacity.", + "seed": 31262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_10/index_4607_seed_31262_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07897038012742996, + "vlm_logprob": -0.07897038012742996, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.07897038012742996, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01943708397448063 + ], + "opposite_logprob_tokens": [ + -4.269437313079834 + ], + "logprob_reward": -0.01943708397448063, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01943708397448063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13319304585456848, + 0.1021716296672821, + 0.04609742760658264, + 0.3479985296726227, + 0.013122127391397953, + 0.05843758583068848, + 0.07601036131381989, + 0.038092561066150665, + 0.049936361610889435, + 0.13494035601615906 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.01943708397448063 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902616053819656 + ], + "opposite_logprob_tokens": [ + -2.4640262126922607 + ], + "logprob_reward": -0.08902616053819656, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902616053819656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23419775068759918, + 0.14351241290569305, + 0.03912481665611267, + 0.14353419840335846, + 0.020000826567411423, + 0.040283799171447754, + 0.15974485874176025, + 0.048146337270736694, + 0.08741115033626556, + 0.08404380828142166 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.08902616053819656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802950099110603 + ], + "opposite_logprob_tokens": [ + -3.5298030376434326 + ], + "logprob_reward": -0.029802950099110603, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802950099110603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21272780001163483, + 0.10111390054225922, + 0.03991900756955147, + 0.2470177561044693, + 0.019989265128970146, + 0.08308268338441849, + 0.11436238139867783, + 0.043147966265678406, + 0.07939988374710083, + 0.059239357709884644 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.029802950099110603 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054974157363176346 + ], + "opposite_logprob_tokens": [ + -2.92997407913208 + ], + "logprob_reward": -0.054974157363176346, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054974157363176346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14176787436008453, + 0.10697227716445923, + 0.08565592765808105, + 0.07805553823709488, + 0.11283936351537704, + 0.11695994436740875, + 0.11208012700080872, + 0.04433485120534897, + 0.0645357072353363, + 0.1367984265089035 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.054974157363176346 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20161154866218567 + ], + "opposite_logprob_tokens": [ + -1.7016115188598633 + ], + "logprob_reward": -0.20161154866218567, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20161154866218567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29901739954948425, + 0.07994051277637482, + 0.058433230966329575, + 0.03980935364961624, + 0.02742874249815941, + 0.06184589862823486, + 0.13861383497714996, + 0.07910839468240738, + 0.15878993272781372, + 0.05701270326972008 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.20161154866218567 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, wide shot, filmed from a slightly elevated angle, sweeps slowly and steadily to the right across a vast expanse of poplar trees. At the far end of the frame, a majestic, mountain-like wall of sand slowly and inexorably advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees, their leaves a vibrant golden hue, tremble and rustle violently under the wind, as if uttering their final wail. Yet, in stark contrast to the frenzied dance of their fragile leaves, their weathered, dark brown trunks, twisted like dragons, stand like a silent, resolute army, firmly rooted in the sand, unmoving. The dim light casts long, struggling shadows across the twisted trunks, and the scene is dominated by the colors of gold, dark brown, and the sweeping yellow sand. Despite the howling wind and the air filled with dust, the entire picture does not convey despair. Instead, through the tenacious standing of the poplar forest in the doomsday-like scene, it emanates a shocking, inspirational sense of power about life and tenacity.", + "seed": 31263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_10/index_4607_seed_31263_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09952658992260695, + "vlm_logprob": -0.09952658992260695, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.09952658992260695, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015377296134829521 + ], + "opposite_logprob_tokens": [ + -4.765377521514893 + ], + "logprob_reward": -0.015377296134829521, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.015377296134829521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07922878116369247, + 0.11332974582910538, + 0.10894430428743362, + 0.07005999982357025, + 0.04812198877334595, + 0.22448359429836273, + 0.14808745682239532, + 0.034249283373355865, + 0.10278935730457306, + 0.07070548832416534 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.015377296134829521 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545477598905563 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545477598905563, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545477598905563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1416204571723938, + 0.06804116070270538, + 0.10919655114412308, + 0.10214292258024216, + 0.04146838188171387, + 0.04663560166954994, + 0.1968497633934021, + 0.049775611609220505, + 0.12449944019317627, + 0.11977007240056992 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.012545477598905563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541827745735645 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541827745735645, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541827745735645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1296941190958023, + 0.09544410556554794, + 0.15391911566257477, + 0.0423070527613163, + 0.023944484069943428, + 0.14723770320415497, + 0.15106213092803955, + 0.042826492339372635, + 0.050945963710546494, + 0.16261881589889526 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.012541827745735645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003293186426163 + ], + "opposite_logprob_tokens": [ + -2.695032835006714 + ], + "logprob_reward": -0.07003293186426163, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003293186426163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07965487241744995, + 0.1211916133761406, + 0.057926733046770096, + 0.0787070095539093, + 0.06489542126655579, + 0.025908980518579483, + 0.33517777919769287, + 0.11741354316473007, + 0.0448598638176918, + 0.07426410168409348 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.07003293186426163 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide, slightly elevated, and sweeping slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast expanse of poplar trees visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-like wall of sand advancing from the horizon and tinting the sky a dark ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the poplar tree leaves a vibrant golden hue while the trunks are weathered dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the poplar tree leaves tremble and rustle violently under the wind while the trunks remain firmly rooted and unmoving?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713541626930237 + ], + "opposite_logprob_tokens": [ + -1.13713538646698 + ], + "logprob_reward": -0.38713541626930237, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38713541626930237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09391900897026062, + 0.16248489916324615, + 0.02918810024857521, + 0.11646652966737747, + 0.07063423097133636, + 0.20853862166404724, + 0.1091657280921936, + 0.06070521101355553, + 0.07508031278848648, + 0.07381738722324371 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.38713541626930237 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_11/index_tensor([8020, 8020])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_11/index_tensor([8020, 8020])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..35718165125e2012fe9d5290d756721222774f51 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_11/index_tensor([8020, 8020])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady medium shot captures an elderly Time Lord in a magnificent, soaring, domed council chamber. The image is captured in the soft, emotive style of Ghibli's hand-drawn animation, with delicate lines and saturated colors. The Time Lord is clad in a rich, draped velvet robe of crimson, trimmed with gold embroidery. A massive, rigid, fan-shaped collar of polished metal and dark fabric encircles his neck and rises behind his ears, framing his wrinkled, stern face. His brows are furrowed, his eyes narrowed in anger, and his lips set in a stern line, in the grip of a sharp accusation. He extends his ringed right hand, his index finger firmly and forcefully pointing at something off-screen. He leans forward slightly, his posture imbued with unquestionable authority. In the background, curved wooden benches are stacked one after another, huge stone pillars support the vaulted ceiling, and a beam of soft light pours down from the huge circular skylight in the center of the dome, illuminating the dust particles floating in the air, giving his gorgeous robe a soft glow, and casting a long, soft shadow behind him, creating a solemn and dramatic atmosphere of confrontation.", + "seed": 17270, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_11/index_8020_seed_17270_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.030697494558990002, + "vlm_logprob": -0.030697494558990002, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.030697494558990002, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05054810270667076 + ], + "opposite_logprob_tokens": [ + -3.0505480766296387 + ], + "logprob_reward": -0.05054810270667076, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05054810270667076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1349552422761917, + 0.09654444456100464, + 0.06364260613918304, + 0.2196134775876999, + 0.07019756734371185, + 0.07580793648958206, + 0.042808596044778824, + 0.15747854113578796, + 0.061233583837747574, + 0.07771794497966766 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.05054810270667076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953673273324966 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.005953673273324966, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953673273324966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.191571906208992, + 0.06582213938236237, + 0.08410308510065079, + 0.07276761531829834, + 0.23748160898685455, + 0.025567008182406425, + 0.022421259433031082, + 0.20092381536960602, + 0.032409146428108215, + 0.06693238019943237 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.005953673273324966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202027574181557 + ], + "opposite_logprob_tokens": [ + -2.8120203018188477 + ], + "logprob_reward": -0.06202027574181557, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202027574181557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08768272399902344, + 0.045861415565013885, + 0.025916406884789467, + 0.1363435685634613, + 0.398685485124588, + 0.038295432925224304, + 0.025165749713778496, + 0.16174495220184326, + 0.028772931545972824, + 0.05153133347630501 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.06202027574181557 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631185628473759 + ], + "opposite_logprob_tokens": [ + -4.758631229400635 + ], + "logprob_reward": -0.008631185628473759, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631185628473759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14942972362041473, + 0.06581693142652512, + 0.06354434788227081, + 0.048662956804037094, + 0.1703139692544937, + 0.1391218900680542, + 0.045699696987867355, + 0.25190940499305725, + 0.04414025694131851, + 0.02136079967021942 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.008631185628473759 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026334235444664955 + ], + "opposite_logprob_tokens": [ + -3.651334285736084 + ], + "logprob_reward": -0.026334235444664955, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026334235444664955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3180812895298004, + 0.030450137332081795, + 0.03415443375706673, + 0.033337876200675964, + 0.05725635215640068, + 0.09914281219244003, + 0.05121607333421707, + 0.31342610716819763, + 0.01750638708472252, + 0.045428577810525894 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.026334235444664955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot captures an elderly Time Lord in a magnificent, soaring, domed council chamber. The image is captured in the soft, emotive style of Ghibli's hand-drawn animation, with delicate lines and saturated colors. The Time Lord is clad in a rich, draped velvet robe of crimson, trimmed with gold embroidery. A massive, rigid, fan-shaped collar of polished metal and dark fabric encircles his neck and rises behind his ears, framing his wrinkled, stern face. His brows are furrowed, his eyes narrowed in anger, and his lips set in a stern line, in the grip of a sharp accusation. He extends his ringed right hand, his index finger firmly and forcefully pointing at something off-screen. He leans forward slightly, his posture imbued with unquestionable authority. In the background, curved wooden benches are stacked one after another, huge stone pillars support the vaulted ceiling, and a beam of soft light pours down from the huge circular skylight in the center of the dome, illuminating the dust particles floating in the air, giving his gorgeous robe a soft glow, and casting a long, soft shadow behind him, creating a solemn and dramatic atmosphere of confrontation.", + "seed": 17271, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_11/index_8020_seed_17271_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029504632204771043, + "vlm_logprob": -0.029504632204771043, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.029504632204771043, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018909309059381485 + ], + "opposite_logprob_tokens": [ + -4.018909454345703 + ], + "logprob_reward": -0.018909309059381485, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018909309059381485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04363884776830673, + 0.02239273115992546, + 0.04174691438674927, + 0.012843083590269089, + 0.038450587540864944, + 0.040894992649555206, + 0.04646605625748634, + 0.3444323241710663, + 0.36181533336639404, + 0.04731912538409233 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.018909309059381485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634746376425028 + ], + "opposite_logprob_tokens": [ + -4.88263463973999 + ], + "logprob_reward": -0.007634746376425028, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634746376425028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039854105561971664, + 0.017292464151978493, + 0.01738542504608631, + 0.011101804673671722, + 0.02567397989332676, + 0.014991206116974354, + 0.08940500766038895, + 0.708669900894165, + 0.030147245153784752, + 0.0454789400100708 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.007634746376425028 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002839058637619 + ], + "opposite_logprob_tokens": [ + -2.3502838611602783 + ], + "logprob_reward": -0.1002839058637619, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002839058637619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09203454107046127, + 0.028895875439047813, + 0.08532552421092987, + 0.02343391254544258, + 0.023428842425346375, + 0.03714921325445175, + 0.24094797670841217, + 0.3373677432537079, + 0.08804323524236679, + 0.043373189866542816 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.1002839058637619 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633167292922735 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004633167292922735, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633167292922735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06344444304704666, + 0.02522110939025879, + 0.017196858301758766, + 0.008071272633969784, + 0.027803635224699974, + 0.016786694526672363, + 0.07888077944517136, + 0.6032365560531616, + 0.1242518275976181, + 0.03510677441954613 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.004633167292922735 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606203243136406 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.01606203243136406, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606203243136406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04002940282225609, + 0.003613884560763836, + 0.0036033547949045897, + 0.0030512604862451553, + 0.0021672353614121675, + 0.009824197739362717, + 0.03179796412587166, + 0.8800756335258484, + 0.006514553911983967, + 0.01932252012193203 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.01606203243136406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot captures an elderly Time Lord in a magnificent, soaring, domed council chamber. The image is captured in the soft, emotive style of Ghibli's hand-drawn animation, with delicate lines and saturated colors. The Time Lord is clad in a rich, draped velvet robe of crimson, trimmed with gold embroidery. A massive, rigid, fan-shaped collar of polished metal and dark fabric encircles his neck and rises behind his ears, framing his wrinkled, stern face. His brows are furrowed, his eyes narrowed in anger, and his lips set in a stern line, in the grip of a sharp accusation. He extends his ringed right hand, his index finger firmly and forcefully pointing at something off-screen. He leans forward slightly, his posture imbued with unquestionable authority. In the background, curved wooden benches are stacked one after another, huge stone pillars support the vaulted ceiling, and a beam of soft light pours down from the huge circular skylight in the center of the dome, illuminating the dust particles floating in the air, giving his gorgeous robe a soft glow, and casting a long, soft shadow behind him, creating a solemn and dramatic atmosphere of confrontation.", + "seed": 17272, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_11/index_8020_seed_17272_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08924412373453379, + "vlm_logprob": -0.08924412373453379, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.08924412373453379, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20563894510269165 + ], + "opposite_logprob_tokens": [ + -1.7056388854980469 + ], + "logprob_reward": -0.20563894510269165, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20563894510269165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21793974936008453, + 0.1378846913576126, + 0.07421087473630905, + 0.0891052857041359, + 0.1778261959552765, + 0.05714792013168335, + 0.07702328264713287, + 0.032368872314691544, + 0.10193648189306259, + 0.03455667570233345 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.20563894510269165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303097113966942 + ], + "opposite_logprob_tokens": [ + -3.7733030319213867 + ], + "logprob_reward": -0.023303097113966942, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303097113966942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1882440596818924, + 0.09275386482477188, + 0.19203893840312958, + 0.10622937977313995, + 0.13419431447982788, + 0.08118733763694763, + 0.05121105536818504, + 0.03325369581580162, + 0.04625365883111954, + 0.07463372498750687 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.023303097113966942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987293004989624 + ], + "opposite_logprob_tokens": [ + -1.804872989654541 + ], + "logprob_reward": -0.17987293004989624, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987293004989624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.162028506398201, + 0.06997159868478775, + 0.1557535082101822, + 0.18266233801841736, + 0.07033879309892654, + 0.07470845431089401, + 0.09657641500234604, + 0.09831903129816055, + 0.047373440116643906, + 0.04226791113615036 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.17987293004989624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069436557590961 + ], + "opposite_logprob_tokens": [ + -4.511069297790527 + ], + "logprob_reward": -0.011069436557590961, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069436557590961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31502124667167664, + 0.10546348989009857, + 0.1390046626329422, + 0.09891493618488312, + 0.09352210909128189, + 0.06687510758638382, + 0.06332241743803024, + 0.03930866718292236, + 0.03582873195409775, + 0.04273860529065132 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011069436557590961 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633620984852314 + ], + "opposite_logprob_tokens": [ + -3.651336193084717 + ], + "logprob_reward": -0.02633620984852314, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633620984852314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37551578879356384, + 0.146076038479805, + 0.13993878662586212, + 0.031142031773924828, + 0.04928046837449074, + 0.04515468329191208, + 0.047769639641046524, + 0.03754429891705513, + 0.044673092663288116, + 0.08290520310401917 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02633620984852314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot captures an elderly Time Lord in a magnificent, soaring, domed council chamber. The image is captured in the soft, emotive style of Ghibli's hand-drawn animation, with delicate lines and saturated colors. The Time Lord is clad in a rich, draped velvet robe of crimson, trimmed with gold embroidery. A massive, rigid, fan-shaped collar of polished metal and dark fabric encircles his neck and rises behind his ears, framing his wrinkled, stern face. His brows are furrowed, his eyes narrowed in anger, and his lips set in a stern line, in the grip of a sharp accusation. He extends his ringed right hand, his index finger firmly and forcefully pointing at something off-screen. He leans forward slightly, his posture imbued with unquestionable authority. In the background, curved wooden benches are stacked one after another, huge stone pillars support the vaulted ceiling, and a beam of soft light pours down from the huge circular skylight in the center of the dome, illuminating the dust particles floating in the air, giving his gorgeous robe a soft glow, and casting a long, soft shadow behind him, creating a solemn and dramatic atmosphere of confrontation.", + "seed": 17273, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_11/index_8020_seed_17273_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03407495114952326, + "vlm_logprob": -0.03407495114952326, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.03407495114952326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027275336906313896 + ], + "opposite_logprob_tokens": [ + -3.652275323867798 + ], + "logprob_reward": -0.027275336906313896, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027275336906313896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1784646064043045, + 0.12568461894989014, + 0.05508260056376457, + 0.08745201677083969, + 0.03967536985874176, + 0.03921634703874588, + 0.06926237046718597, + 0.14770813286304474, + 0.16670912504196167, + 0.09074480086565018 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.027275336906313896 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14559660851955414, + 0.12599831819534302, + 0.07364343851804733, + 0.21304260194301605, + 0.04418851435184479, + 0.051900532096624374, + 0.02902386337518692, + 0.04968767240643501, + 0.08651289343833923, + 0.18040554225444794 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.008648204617202282 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000625878572464 + ], + "opposite_logprob_tokens": [ + -2.6950063705444336 + ], + "logprob_reward": -0.07000625878572464, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000625878572464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19057820737361908, + 0.115206278860569, + 0.05854177102446556, + 0.09544405341148376, + 0.11417018622159958, + 0.07734202593564987, + 0.041966382414102554, + 0.07372768968343735, + 0.06265442073345184, + 0.170368954539299 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07000625878572464 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038101546466350555 + ], + "opposite_logprob_tokens": [ + -3.2881014347076416 + ], + "logprob_reward": -0.038101546466350555, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038101546466350555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09792255610227585, + 0.05891244485974312, + 0.07820774614810944, + 0.06782616674900055, + 0.03978613764047623, + 0.0870482474565506, + 0.05816985294222832, + 0.10603702068328857, + 0.2955418825149536, + 0.11054787039756775 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.038101546466350555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Time Lord wearing a crimson velvet robe with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a massive, rigid, fan-shaped collar made of polished metal and dark fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's right hand extended with the index finger pointing firmly at something off-screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a domed council chamber featuring curved wooden benches and huge stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a beam of soft light from a central circular skylight, casting a long shadow behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343408972024918 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343408972024918, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343408972024918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10652616620063782, + 0.07848940789699554, + 0.04271184280514717, + 0.11807218939065933, + 0.13111436367034912, + 0.10987546294927597, + 0.0490327812731266, + 0.13655529916286469, + 0.10610873252153397, + 0.121513731777668 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.026343408972024918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_12/index_tensor([7358, 7358])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_12/index_tensor([7358, 7358])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4e0e70737e73a5f9bfd2f680a8b1a181a2caa69e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_12/index_tensor([7358, 7358])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, a circular pool of viscous, inky black ferrofluid rests on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface possesses an oily, iridescent sheen, with soft highlights gently undulating across its otherwise tranquil form. In a breathtakingly instantaneous event, an invisible magnetic force exerted from below causes the tranquil pool to violently erupt. Solidifying in a fraction of a second, the liquid plunges upward into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike, glossy and solid in appearance, catches the directed light, creating sharp, brilliant white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure, frozen in this aggressive crystalline structure, stands as a stark and beautiful testament to the unseen forces at work upon it, creating a tense and captivating atmosphere of controlled chaos.", + "seed": 29111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_12/index_7358_seed_29111_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04497011445928365, + "vlm_logprob": -0.04497011445928365, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.04497011445928365, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013404134660959244 + ], + "opposite_logprob_tokens": [ + -4.638404369354248 + ], + "logprob_reward": -0.013404134660959244, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.013404134660959244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21262481808662415, + 0.11518002301454544, + 0.06438281387090683, + 0.07392104715108871, + 0.0641126036643982, + 0.09205623716115952, + 0.10273683816194534, + 0.04954914003610611, + 0.11407287418842316, + 0.11136367172002792 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.013404134660959244 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961375776678324 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961375776678324, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961375776678324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09075901657342911, + 0.026508953422307968, + 0.05541026219725609, + 0.045490339398384094, + 0.14247247576713562, + 0.20413772761821747, + 0.08580464869737625, + 0.052312545478343964, + 0.17822082340717316, + 0.11888323724269867 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.005961375776678324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017175221582874656 + ], + "opposite_logprob_tokens": [ + -6.376717567443848 + ], + "logprob_reward": -0.0017175221582874656, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017175221582874656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23091048002243042, + 0.07006464898586273, + 0.08929279446601868, + 0.12119080126285553, + 0.1057877317070961, + 0.16754034161567688, + 0.03951354697346687, + 0.032656557857990265, + 0.0887800082564354, + 0.05426309257745743 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.0017175221582874656 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156507194042206 + ], + "opposite_logprob_tokens": [ + -1.7015650272369385 + ], + "logprob_reward": -0.20156507194042206, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156507194042206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16082386672496796, + 0.0823035016655922, + 0.034982409328222275, + 0.04059505835175514, + 0.08442861586809158, + 0.3863150477409363, + 0.08495724946260452, + 0.04087924584746361, + 0.06105820834636688, + 0.023656822741031647 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.20156507194042206 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022024677600711584 + ], + "opposite_logprob_tokens": [ + -6.12720251083374 + ], + "logprob_reward": -0.0022024677600711584, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022024677600711584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4693494141101837, + 0.06736405193805695, + 0.03629929944872856, + 0.04945410043001175, + 0.08552079647779465, + 0.049867402762174606, + 0.04966447502374649, + 0.03228592127561569, + 0.07896988093852997, + 0.08122461289167404 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0022024677600711584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, a circular pool of viscous, inky black ferrofluid rests on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface possesses an oily, iridescent sheen, with soft highlights gently undulating across its otherwise tranquil form. In a breathtakingly instantaneous event, an invisible magnetic force exerted from below causes the tranquil pool to violently erupt. Solidifying in a fraction of a second, the liquid plunges upward into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike, glossy and solid in appearance, catches the directed light, creating sharp, brilliant white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure, frozen in this aggressive crystalline structure, stands as a stark and beautiful testament to the unseen forces at work upon it, creating a tense and captivating atmosphere of controlled chaos.", + "seed": 29112, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_12/index_7358_seed_29112_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14342346906196327, + "vlm_logprob": -0.14342346906196327, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.14342346906196327, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01671922206878662 + ], + "opposite_logprob_tokens": [ + -4.141719341278076 + ], + "logprob_reward": -0.01671922206878662, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01671922206878662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10513834655284882, + 0.06971828639507294, + 0.10848922282457352, + 0.042087674140930176, + 0.035418618470430374, + 0.11509205400943756, + 0.0343964546918869, + 0.04148233309388161, + 0.35753893852233887, + 0.09063809365034103 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.01671922206878662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010490872664377093 + ], + "opposite_logprob_tokens": [ + -6.876049041748047 + ], + "logprob_reward": -0.0010490872664377093, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010490872664377093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09627030044794083, + 0.03998161479830742, + 0.016582727432250977, + 0.047668565064668655, + 0.11622366309165955, + 0.11214622855186462, + 0.061978165060281754, + 0.04035266861319542, + 0.4234509766101837, + 0.04534510523080826 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.0010490872664377093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013386583887040615 + ], + "opposite_logprob_tokens": [ + -6.626338481903076 + ], + "logprob_reward": -0.0013386583887040615, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013386583887040615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1179884672164917, + 0.038731127977371216, + 0.05064385011792183, + 0.04423517361283302, + 0.03949243947863579, + 0.23555004596710205, + 0.04748360440135002, + 0.09025532752275467, + 0.170351043343544, + 0.16526898741722107 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.0013386583887040615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933672428131104 + ], + "opposite_logprob_tokens": [ + -0.6933672428131104 + ], + "logprob_reward": -0.6933672428131104, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933672428131104, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.024374471977353096, + 0.044491246342659, + 0.018923619762063026, + 0.025137700140476227, + 0.029102696105837822, + 0.09273694455623627, + 0.040283896028995514, + 0.07115909457206726, + 0.5663146376609802, + 0.08747568726539612 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.6933672428131104 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643134772777557 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004643134772777557, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643134772777557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09464731067419052, + 0.06612734496593475, + 0.07249677926301956, + 0.02968730218708515, + 0.02754722349345684, + 0.13712307810783386, + 0.039577417075634, + 0.0665629580616951, + 0.38832220435142517, + 0.07790832966566086 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.004643134772777557 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, a circular pool of viscous, inky black ferrofluid rests on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface possesses an oily, iridescent sheen, with soft highlights gently undulating across its otherwise tranquil form. In a breathtakingly instantaneous event, an invisible magnetic force exerted from below causes the tranquil pool to violently erupt. Solidifying in a fraction of a second, the liquid plunges upward into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike, glossy and solid in appearance, catches the directed light, creating sharp, brilliant white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure, frozen in this aggressive crystalline structure, stands as a stark and beautiful testament to the unseen forces at work upon it, creating a tense and captivating atmosphere of controlled chaos.", + "seed": 29113, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_12/index_7358_seed_29113_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14119062800891696, + "vlm_logprob": -0.14119062800891696, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.14119062800891696, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06393131613731384 + ], + "opposite_logprob_tokens": [ + -2.8139312267303467 + ], + "logprob_reward": -0.06393131613731384, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06393131613731384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13389307260513306, + 0.11889109760522842, + 0.08251116424798965, + 0.16212721168994904, + 0.04352615401148796, + 0.10822025686502457, + 0.04580604285001755, + 0.01901092939078808, + 0.09268511086702347, + 0.19332899153232574 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.06393131613731384 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032062334939837456 + ], + "opposite_logprob_tokens": [ + -5.753206253051758 + ], + "logprob_reward": -0.0032062334939837456, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032062334939837456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09489640593528748, + 0.08635029196739197, + 0.09875413030385971, + 0.09063996374607086, + 0.1346726268529892, + 0.0512104406952858, + 0.017254050821065903, + 0.014915931969881058, + 0.12046627700328827, + 0.2908398509025574 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.0032062334939837456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028236540965735912 + ], + "opposite_logprob_tokens": [ + -5.877823829650879 + ], + "logprob_reward": -0.0028236540965735912, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028236540965735912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1243518739938736, + 0.0710601955652237, + 0.07798400521278381, + 0.20192669332027435, + 0.10062772780656815, + 0.24758097529411316, + 0.06852337718009949, + 0.014036854729056358, + 0.02581065520644188, + 0.06809762120246887 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.0028236540965735912 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327934265136719 + ], + "opposite_logprob_tokens": [ + -0.7577934265136719 + ], + "logprob_reward": -0.6327934265136719, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327934265136719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04989933595061302, + 0.03937949612736702, + 0.07858651131391525, + 0.15997430682182312, + 0.12150542438030243, + 0.2690073847770691, + 0.014802386052906513, + 0.04241100698709488, + 0.015540603548288345, + 0.20889361202716827 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.6327934265136719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031985098030418158 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031985098030418158, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031985098030418158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10207944363355637, + 0.05353091284632683, + 0.06045627221465111, + 0.1878610998392105, + 0.07618723064661026, + 0.2018064707517624, + 0.05071881785988808, + 0.021857943385839462, + 0.05006037652492523, + 0.19544145464897156 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.0031985098030418158 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, a circular pool of viscous, inky black ferrofluid rests on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface possesses an oily, iridescent sheen, with soft highlights gently undulating across its otherwise tranquil form. In a breathtakingly instantaneous event, an invisible magnetic force exerted from below causes the tranquil pool to violently erupt. Solidifying in a fraction of a second, the liquid plunges upward into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike, glossy and solid in appearance, catches the directed light, creating sharp, brilliant white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure, frozen in this aggressive crystalline structure, stands as a stark and beautiful testament to the unseen forces at work upon it, creating a tense and captivating atmosphere of controlled chaos.", + "seed": 29114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_12/index_7358_seed_29114_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07284949868917465, + "vlm_logprob": -0.07284949868917465, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.07284949868917465, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024637460708618164 + ], + "opposite_logprob_tokens": [ + -3.774637460708618 + ], + "logprob_reward": -0.024637460708618164, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024637460708618164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04971051588654518, + 0.0878063291311264, + 0.03258450701832771, + 0.07209837436676025, + 0.3824739456176758, + 0.2764652669429779, + 0.05567765235900879, + 0.016277194023132324, + 0.015551067888736725, + 0.011355174705386162 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.024637460708618164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009805135428905487 + ], + "opposite_logprob_tokens": [ + -4.634805202484131 + ], + "logprob_reward": -0.009805135428905487, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009805135428905487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05584001541137695, + 0.038405753672122955, + 0.0318407267332077, + 0.032159846276044846, + 0.09008774906396866, + 0.2405383437871933, + 0.27435532212257385, + 0.15555816888809204, + 0.03895271569490433, + 0.04226139187812805 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.009805135428905487 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255573429167271 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255573429167271, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255573429167271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07361046969890594, + 0.06512780487537384, + 0.036561526358127594, + 0.04051895812153816, + 0.42037147283554077, + 0.22640486061573029, + 0.05559467896819115, + 0.04819052293896675, + 0.0165450107306242, + 0.0170747023075819 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.005255573429167271 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134653866291046 + ], + "opposite_logprob_tokens": [ + -1.3134653568267822 + ], + "logprob_reward": -0.3134653866291046, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134653866291046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02648364193737507, + 0.014965400099754333, + 0.014602752402424812, + 0.02488112822175026, + 0.1736147552728653, + 0.38808882236480713, + 0.22648997604846954, + 0.0653996542096138, + 0.060139045119285583, + 0.005334806628525257 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.3134653866291046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a circular pool of inky black ferrofluid on a matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the ferrofluid violently erupting upward into a dense forest of needle-like spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the resulting spikes glossy with sharp, brilliant white highlights along their razor-like edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright and clinical, creating a stark contrast between the black fluid and white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083937250077724 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.011083937250077724, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083937250077724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08835408836603165, + 0.0642995536327362, + 0.03304603323340416, + 0.04596957936882973, + 0.5839144587516785, + 0.06328091025352478, + 0.0489155538380146, + 0.042135123163461685, + 0.01571076177060604, + 0.014373961836099625 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.011083937250077724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_13/index_tensor([7170, 7170])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_13/index_tensor([7170, 7170])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..37358bea706f445133dc5bc75f5ee0154d956f11 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_13/index_tensor([7170, 7170])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.", + "seed": 29636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_13/index_7170_seed_29636_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21278789984062313, + "vlm_logprob": -0.21278789984062313, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.21278789984062313, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9839922189712524 + ], + "opposite_logprob_tokens": [ + -0.48399221897125244 + ], + "logprob_reward": -0.9839922189712524, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9839922189712524, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1031489148736, + 0.07418350130319595, + 0.17210189998149872, + 0.07295208424329758, + 0.07121984660625458, + 0.1322522610425949, + 0.15424373745918274, + 0.12173761427402496, + 0.0381227508187294, + 0.06003745272755623 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.9839922189712524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010494445450603962 + ], + "opposite_logprob_tokens": [ + -6.876049518585205 + ], + "logprob_reward": -0.0010494445450603962, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010494445450603962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2198692262172699, + 0.15004664659500122, + 0.07328478991985321, + 0.08405548334121704, + 0.12340877950191498, + 0.039623260498046875, + 0.07151433825492859, + 0.12260594964027405, + 0.05850762501358986, + 0.057083867490291595 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0010494445450603962 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781289845705032 + ], + "opposite_logprob_tokens": [ + -4.634781360626221 + ], + "logprob_reward": -0.009781289845705032, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781289845705032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2234368473291397, + 0.11191324889659882, + 0.12803445756435394, + 0.046329133212566376, + 0.16558580100536346, + 0.06749843806028366, + 0.0506615974009037, + 0.06612760573625565, + 0.07437244802713394, + 0.06604039669036865 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.009781289845705032 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189893379807472 + ], + "opposite_logprob_tokens": [ + -4.264189720153809 + ], + "logprob_reward": -0.014189893379807472, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189893379807472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12220336496829987, + 0.2070862054824829, + 0.09452056884765625, + 0.07528693974018097, + 0.10194141417741776, + 0.10878758132457733, + 0.09075655043125153, + 0.07607537508010864, + 0.04843830689787865, + 0.0749037116765976 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.014189893379807472 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492665246129036 + ], + "opposite_logprob_tokens": [ + -2.929926633834839 + ], + "logprob_reward": -0.05492665246129036, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492665246129036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1476052850484848, + 0.027993470430374146, + 0.08769822120666504, + 0.023717325180768967, + 0.17811644077301025, + 0.1324404925107956, + 0.3034619987010956, + 0.016202395781874657, + 0.015927202999591827, + 0.0668371319770813 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.05492665246129036 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.", + "seed": 29637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_13/index_7170_seed_29637_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11382374544627964, + "vlm_logprob": -0.11382374544627964, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.11382374544627964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5285481214523315 + ], + "opposite_logprob_tokens": [ + -0.9035481214523315 + ], + "logprob_reward": -0.5285481214523315, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5285481214523315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07524750381708145, + 0.08953829854726791, + 0.02527456544339657, + 0.03326062113046646, + 0.25598108768463135, + 0.052034709602594376, + 0.22068582475185394, + 0.045160550624132156, + 0.05960441753268242, + 0.1432124227285385 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.5285481214523315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00220104050822556 + ], + "opposite_logprob_tokens": [ + -6.127201080322266 + ], + "logprob_reward": -0.00220104050822556, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00220104050822556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3367663621902466, + 0.021478869020938873, + 0.025587020441889763, + 0.021714942529797554, + 0.10369796305894852, + 0.08896293491125107, + 0.07890830934047699, + 0.08692043274641037, + 0.09220113605260849, + 0.14376205205917358 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.00220104050822556 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067337024956941605 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.0067337024956941605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067337024956941605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46239909529685974, + 0.02203640341758728, + 0.04589710012078285, + 0.02686348557472229, + 0.056637801229953766, + 0.054330334067344666, + 0.08764781057834625, + 0.13268503546714783, + 0.08010558038949966, + 0.03139740601181984 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0067337024956941605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069553904235363 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.011069553904235363, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069553904235363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1470690667629242, + 0.05900024250149727, + 0.02992882952094078, + 0.038164738565683365, + 0.11680177599191666, + 0.11100262403488159, + 0.14533482491970062, + 0.20847025513648987, + 0.08366773277521133, + 0.06055990979075432 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.011069553904235363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020566308870911598 + ], + "opposite_logprob_tokens": [ + -3.89556622505188 + ], + "logprob_reward": -0.020566308870911598, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020566308870911598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21447159349918365, + 0.05314105004072189, + 0.0603068470954895, + 0.041944876313209534, + 0.15018348395824432, + 0.06900448352098465, + 0.14193658530712128, + 0.030671248212456703, + 0.09033745527267456, + 0.14800241589546204 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.020566308870911598 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.", + "seed": 29638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_13/index_7170_seed_29638_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1609294967027381, + "vlm_logprob": -0.1609294967027381, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.1609294967027381, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7630206346511841 + ], + "opposite_logprob_tokens": [ + -0.6380206346511841 + ], + "logprob_reward": -0.7630206346511841, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7630206346511841, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05087829753756523, + 0.14837297797203064, + 0.05472462624311447, + 0.266408234834671, + 0.04924554005265236, + 0.21107301115989685, + 0.03259270265698433, + 0.044728878885507584, + 0.09532666951417923, + 0.04664909094572067 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.7630206346511841 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013423488708212972 + ], + "opposite_logprob_tokens": [ + -6.626342296600342 + ], + "logprob_reward": -0.0013423488708212972, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013423488708212972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16435053944587708, + 0.11949416995048523, + 0.11036143451929092, + 0.2025567889213562, + 0.04368326812982559, + 0.12176914513111115, + 0.022576911374926567, + 0.0572638139128685, + 0.10119114816188812, + 0.05675278604030609 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0013423488708212972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946918856352568 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005946918856352568, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946918856352568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0811745896935463, + 0.0775558203458786, + 0.0609654001891613, + 0.416513055562973, + 0.06906060874462128, + 0.0918462947010994, + 0.09092831611633301, + 0.030170932412147522, + 0.028803333640098572, + 0.05298157036304474 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.005946918856352568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110683748498559 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.0110683748498559, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110683748498559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07394836097955704, + 0.07295869290828705, + 0.1360267847776413, + 0.16567303240299225, + 0.046392831951379776, + 0.288357675075531, + 0.03353361040353775, + 0.09379913657903671, + 0.03892037644982338, + 0.05038953572511673 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.0110683748498559 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023269206285476685 + ], + "opposite_logprob_tokens": [ + -3.7732691764831543 + ], + "logprob_reward": -0.023269206285476685, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023269206285476685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11232315748929977, + 0.03073602169752121, + 0.03686028718948364, + 0.4753969609737396, + 0.06130315735936165, + 0.14669206738471985, + 0.02364255115389824, + 0.04013022407889366, + 0.039614588022232056, + 0.03330091014504433 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.023269206285476685 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.", + "seed": 29639, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_13/index_7170_seed_29639_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17575203289743513, + "vlm_logprob": -0.17575203289743513, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.17575203289743513, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8323928713798523 + ], + "opposite_logprob_tokens": [ + -0.5823928713798523 + ], + "logprob_reward": -0.8323928713798523, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8323928713798523, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08041954040527344, + 0.07339344918727875, + 0.019443685188889503, + 0.028368063271045685, + 0.6959790587425232, + 0.02127034030854702, + 0.030804641544818878, + 0.013745355419814587, + 0.01462031714618206, + 0.021955596283078194 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.8323928713798523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00134222989436239 + ], + "opposite_logprob_tokens": [ + -6.626342296600342 + ], + "logprob_reward": -0.00134222989436239, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.00134222989436239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07418972998857498, + 0.02482909895479679, + 0.03132094442844391, + 0.035411518067121506, + 0.6644969582557678, + 0.08261255919933319, + 0.015736714005470276, + 0.03112790361046791, + 0.016200795769691467, + 0.02407374605536461 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.00134222989436239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627647835761309 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627647835761309, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627647835761309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21178968250751495, + 0.10026197880506516, + 0.05097735673189163, + 0.03274128958582878, + 0.22156482934951782, + 0.14210748672485352, + 0.04831256717443466, + 0.12670791149139404, + 0.02264341525733471, + 0.04289347678422928 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.007627647835761309 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107026170939207 + ], + "opposite_logprob_tokens": [ + -4.511070251464844 + ], + "logprob_reward": -0.01107026170939207, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107026170939207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12023204565048218, + 0.05836388096213341, + 0.06729788333177567, + 0.0895618349313736, + 0.4213970899581909, + 0.08573506772518158, + 0.048632025718688965, + 0.040459390729665756, + 0.023445405066013336, + 0.0448753796517849 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.01107026170939207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow tracking shot that retreats from the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two main subjects an elderly man and an elderly woman with white or silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a beige knitted cardigan over a light blue plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elderly woman wearing a lavender woolen shawl with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a winding forest path with dappled sunlight filtering through tall maple trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02632715366780758 + ], + "opposite_logprob_tokens": [ + -3.651327133178711 + ], + "logprob_reward": -0.02632715366780758, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02632715366780758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2020251601934433, + 0.0808044821023941, + 0.0653185322880745, + 0.03514695167541504, + 0.385550856590271, + 0.028363166376948357, + 0.049054525792598724, + 0.07729481905698776, + 0.047022249549627304, + 0.029419200494885445 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.02632715366780758 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_14/index_tensor([1523, 1523])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_14/index_tensor([1523, 1523])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fbcee7f24466a83bd6b6e1bde543bff3b96c9a5c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_14/index_tensor([1523, 1523])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.", + "seed": 7315, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_14/index_1523_seed_7315_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025886895693838598, + "vlm_logprob": -0.025886895693838598, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.025886895693838598, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043626513332128525 + ], + "opposite_logprob_tokens": [ + -3.168626546859741 + ], + "logprob_reward": -0.043626513332128525, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043626513332128525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13960842788219452, + 0.10446880012750626, + 0.04269799590110779, + 0.04601070657372475, + 0.06772305816411972, + 0.06564413011074066, + 0.10968859493732452, + 0.11020729690790176, + 0.08417753875255585, + 0.22977346181869507 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.043626513332128525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033700522035360336 + ], + "opposite_logprob_tokens": [ + -3.408700466156006 + ], + "logprob_reward": -0.033700522035360336, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033700522035360336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1449088156223297, + 0.1644531935453415, + 0.07576300203800201, + 0.09330467134714127, + 0.12857699394226074, + 0.09751594066619873, + 0.0839933231472969, + 0.05185793712735176, + 0.12309494614601135, + 0.03653120994567871 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.033700522035360336 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340505108237267 + ], + "opposite_logprob_tokens": [ + -3.6513404846191406 + ], + "logprob_reward": -0.026340505108237267, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340505108237267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12257374078035355, + 0.22087210416793823, + 0.12381249666213989, + 0.029196416959166527, + 0.15355588495731354, + 0.06957264989614487, + 0.044982001185417175, + 0.07101912796497345, + 0.13167890906333923, + 0.03273661434650421 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.026340505108237267 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024845702573657036 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.0024845702573657036, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024845702573657036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17745700478553772, + 0.1379534900188446, + 0.08319114148616791, + 0.07299816608428955, + 0.08503865450620651, + 0.0618668794631958, + 0.0737185999751091, + 0.045046284794807434, + 0.07944587618112564, + 0.18328392505645752 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0024845702573657036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328236773610115 + ], + "opposite_logprob_tokens": [ + -3.773282289505005 + ], + "logprob_reward": -0.02328236773610115, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328236773610115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15704834461212158, + 0.08031508326530457, + 0.05841076374053955, + 0.0287895780056715, + 0.09422845393419266, + 0.05460646376013756, + 0.03262970224022865, + 0.04376767575740814, + 0.27187657356262207, + 0.17832745611667633 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02328236773610115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.", + "seed": 7316, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_14/index_1523_seed_7316_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.045402454352006315, + "vlm_logprob": -0.045402454352006315, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.045402454352006315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07133560627698898 + ], + "opposite_logprob_tokens": [ + -2.696335554122925 + ], + "logprob_reward": -0.07133560627698898, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07133560627698898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15464553236961365, + 0.05427483096718788, + 0.1443576216697693, + 0.0710916593670845, + 0.07768071442842484, + 0.08595411479473114, + 0.06559351831674576, + 0.2107657641172409, + 0.057159073650836945, + 0.07847719639539719 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.07133560627698898 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890432819724083 + ], + "opposite_logprob_tokens": [ + -2.464043378829956 + ], + "logprob_reward": -0.0890432819724083, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890432819724083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13176804780960083, + 0.0808238610625267, + 0.24017158150672913, + 0.10267429798841476, + 0.03933626785874367, + 0.07758621871471405, + 0.0869271382689476, + 0.15104278922080994, + 0.024055074900388718, + 0.0656147450208664 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.0890432819724083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809431567788124 + ], + "opposite_logprob_tokens": [ + -3.2880942821502686 + ], + "logprob_reward": -0.03809431567788124, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809431567788124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34399691224098206, + 0.04373908415436745, + 0.10428544133901596, + 0.10288646817207336, + 0.0826592966914177, + 0.14756295084953308, + 0.06387923657894135, + 0.034415580332279205, + 0.030282840132713318, + 0.04629211127758026 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.03809431567788124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021944984328001738 + ], + "opposite_logprob_tokens": [ + -6.127194404602051 + ], + "logprob_reward": -0.0021944984328001738, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021944984328001738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07712866365909576, + 0.1604805886745453, + 0.2807418704032898, + 0.03799450024962425, + 0.11416356265544891, + 0.033804360777139664, + 0.09739779680967331, + 0.12044243514537811, + 0.03812342509627342, + 0.03972277417778969 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.0021944984328001738 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634456939995289 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.02634456939995289, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634456939995289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2177644670009613, + 0.12567903101444244, + 0.15242812037467957, + 0.10106837004423141, + 0.06159960851073265, + 0.09695780277252197, + 0.07702548801898956, + 0.06975101679563522, + 0.0558917261660099, + 0.04183435067534447 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02634456939995289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.", + "seed": 7317, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_14/index_1523_seed_7317_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030583683750592172, + "vlm_logprob": -0.030583683750592172, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.030583683750592172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030295979231595993 + ], + "opposite_logprob_tokens": [ + -3.5302960872650146 + ], + "logprob_reward": -0.030295979231595993, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030295979231595993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12626878917217255, + 0.05942089855670929, + 0.1152709499001503, + 0.09060549736022949, + 0.22557196021080017, + 0.11760489642620087, + 0.0869903489947319, + 0.05175275355577469, + 0.07387767732143402, + 0.0526362769305706 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.030295979231595993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495136231184006 + ], + "opposite_logprob_tokens": [ + -2.9299514293670654 + ], + "logprob_reward": -0.05495136231184006, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495136231184006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1205689013004303, + 0.03838159143924713, + 0.048611488193273544, + 0.07489805668592453, + 0.11437088251113892, + 0.29645153880119324, + 0.10500972718000412, + 0.05953673645853996, + 0.07669337838888168, + 0.06547769159078598 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.05495136231184006 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043054837733507156 + ], + "opposite_logprob_tokens": [ + -3.1680548191070557 + ], + "logprob_reward": -0.043054837733507156, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043054837733507156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1289398968219757, + 0.04756297543644905, + 0.09257971495389938, + 0.19703246653079987, + 0.16815970838069916, + 0.18637630343437195, + 0.049501676112413406, + 0.04543643817305565, + 0.042037077248096466, + 0.04237375408411026 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.043054837733507156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013328249333426356 + ], + "opposite_logprob_tokens": [ + -6.626332759857178 + ], + "logprob_reward": -0.0013328249333426356, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013328249333426356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09140463173389435, + 0.13116131722927094, + 0.11825711280107498, + 0.028728054836392403, + 0.12246578186750412, + 0.2548768222332001, + 0.07809960097074509, + 0.056036870926618576, + 0.06866810470819473, + 0.05030165985226631 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.0013328249333426356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328341454267502 + ], + "opposite_logprob_tokens": [ + -3.7732834815979004 + ], + "logprob_reward": -0.02328341454267502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328341454267502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11060815304517746, + 0.044589813798666, + 0.04761040210723877, + 0.03692791238427162, + 0.17043915390968323, + 0.406660795211792, + 0.05662171542644501, + 0.04655912145972252, + 0.049547914415597916, + 0.030435016378760338 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.02328341454267502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.", + "seed": 7318, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_14/index_1523_seed_7318_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03916209889575839, + "vlm_logprob": -0.03916209889575839, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03916209889575839, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07075601071119308 + ], + "opposite_logprob_tokens": [ + -2.695755958557129 + ], + "logprob_reward": -0.07075601071119308, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07075601071119308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16416321694850922, + 0.08013364672660828, + 0.10328111052513123, + 0.15216238796710968, + 0.06697841733694077, + 0.1846178025007248, + 0.09755486249923706, + 0.0344102717936039, + 0.045824967324733734, + 0.07087331265211105 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.07075601071119308 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002726197242737 + ], + "opposite_logprob_tokens": [ + -2.6950273513793945 + ], + "logprob_reward": -0.07002726197242737, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002726197242737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19758734107017517, + 0.07482881844043732, + 0.06404419243335724, + 0.12734699249267578, + 0.056888531893491745, + 0.148121640086174, + 0.09436924755573273, + 0.058524228632450104, + 0.11148690432310104, + 0.06680210679769516 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.07002726197242737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979658544063568 + ], + "opposite_logprob_tokens": [ + -3.529796600341797 + ], + "logprob_reward": -0.02979658544063568, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979658544063568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3045787513256073, + 0.10154079645872116, + 0.03412339836359024, + 0.05923577770590782, + 0.03498879820108414, + 0.22738243639469147, + 0.06303995102643967, + 0.07169946283102036, + 0.05879374220967293, + 0.04461689293384552 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.02979658544063568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019383705221116543 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019383705221116543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019383705221116543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2098475843667984, + 0.05135267600417137, + 0.175828754901886, + 0.09727004170417786, + 0.07777382433414459, + 0.02270386554300785, + 0.16433432698249817, + 0.07574880868196487, + 0.08682624995708466, + 0.0383138544857502 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.0019383705221116543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two enormous centipedes visible locked in a violent struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the centipedes have blood-red chitin heads with beady black eyes and twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the centipedes' legs spiky, golden, and gleaming with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal landscape of twisted barren rock formations and a sickly sulfur-yellow sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the grotesque and intricate detail of a Hieronymus Bosch painting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292265832424164 + ], + "opposite_logprob_tokens": [ + -3.773292303085327 + ], + "logprob_reward": -0.023292265832424164, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292265832424164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15974560379981995, + 0.07591819018125534, + 0.13744167983531952, + 0.06921650469303131, + 0.06822913885116577, + 0.06127450242638588, + 0.15686257183551788, + 0.04798944666981697, + 0.17391885817050934, + 0.04940352588891983 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.023292265832424164 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_15/index_tensor([3403, 3403])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_15/index_tensor([3403, 3403])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5dedae04c6a3182e140dd3e75b4527fb512d7bcf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_15/index_tensor([3403, 3403])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up captures a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black nylon cape drapes around her shoulders, and sections of her long hair are meticulously wrapped in gleaming silver foil, suggesting she's undergoing a chemical hair treatment. Her face, framed by the foil, is meticulously made up with a bold, matte red lipstick, contrasting sharply with the scene's neutral color palette. Her expression is one of frozen terror; her eyes are wide, her brows slightly arched, and as she gazes into the camera, her lips part in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention locked on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation.", + "seed": 21539, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_15/index_3403_seed_21539_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017351943347603083, + "vlm_logprob": -0.017351943347603083, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.017351943347603083, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012614813633263111 + ], + "opposite_logprob_tokens": [ + -4.637614727020264 + ], + "logprob_reward": -0.012614813633263111, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012614813633263111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40839049220085144, + 0.10574066638946533, + 0.08508601039648056, + 0.03506530076265335, + 0.049904849380254745, + 0.07489214092493057, + 0.07313121855258942, + 0.031107915565371513, + 0.06354248523712158, + 0.07313892990350723 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012614813633263111 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023314278572797775 + ], + "opposite_logprob_tokens": [ + -3.7733142375946045 + ], + "logprob_reward": -0.023314278572797775, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023314278572797775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17402853071689606, + 0.06647557020187378, + 0.05562543123960495, + 0.05933968350291252, + 0.06040767952799797, + 0.08100233227014542, + 0.2509447932243347, + 0.026657648384571075, + 0.1150720939040184, + 0.11044622957706451 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.023314278572797775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097756464034319 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097756464034319, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097756464034319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3611304759979248, + 0.10770870745182037, + 0.08428946137428284, + 0.05005098879337311, + 0.10329016298055649, + 0.0505165196955204, + 0.058910347521305084, + 0.0619778037071228, + 0.04502635821700096, + 0.07709924876689911 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.004097756464034319 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810097277164459 + ], + "opposite_logprob_tokens": [ + -3.2881009578704834 + ], + "logprob_reward": -0.03810097277164459, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810097277164459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.316152960062027, + 0.0940699353814125, + 0.053898438811302185, + 0.04167685657739639, + 0.10099711269140244, + 0.08990833908319473, + 0.06605442613363266, + 0.05608879402279854, + 0.05065193399786949, + 0.1305011510848999 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.03810097277164459 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631895296275616 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.008631895296275616, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631895296275616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2959291934967041, + 0.07625490427017212, + 0.06036946922540665, + 0.05707535147666931, + 0.0512847825884819, + 0.14868232607841492, + 0.09565667808055878, + 0.05825086683034897, + 0.03965752199292183, + 0.11683894693851471 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.008631895296275616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black nylon cape drapes around her shoulders, and sections of her long hair are meticulously wrapped in gleaming silver foil, suggesting she's undergoing a chemical hair treatment. Her face, framed by the foil, is meticulously made up with a bold, matte red lipstick, contrasting sharply with the scene's neutral color palette. Her expression is one of frozen terror; her eyes are wide, her brows slightly arched, and as she gazes into the camera, her lips part in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention locked on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation.", + "seed": 21540, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_15/index_3403_seed_21540_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013249651854857802, + "vlm_logprob": -0.013249651854857802, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.013249651854857802, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015918083488941193 + ], + "opposite_logprob_tokens": [ + -4.265918254852295 + ], + "logprob_reward": -0.015918083488941193, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015918083488941193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3467571437358856, + 0.09515421837568283, + 0.03101176768541336, + 0.057812511920928955, + 0.12153369933366776, + 0.06265696883201599, + 0.08497776836156845, + 0.055170848965644836, + 0.08966697007417679, + 0.0552581325173378 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.015918083488941193 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0206123199313879 + ], + "opposite_logprob_tokens": [ + -3.8956122398376465 + ], + "logprob_reward": -0.0206123199313879, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0206123199313879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1069909855723381, + 0.04576713964343071, + 0.05188146233558655, + 0.03481651842594147, + 0.20963513851165771, + 0.11282086372375488, + 0.1936797797679901, + 0.14488531649112701, + 0.035665545612573624, + 0.0638573095202446 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.0206123199313879 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616936504840851 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.003616936504840851, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616936504840851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18268419802188873, + 0.055053357034921646, + 0.03754919022321701, + 0.05973576381802559, + 0.22464169561862946, + 0.23035269975662231, + 0.05170998349785805, + 0.06634923815727234, + 0.030610740184783936, + 0.06131313368678093 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.003616936504840851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287607356905937 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287607356905937, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287607356905937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16823603212833405, + 0.08278106898069382, + 0.04396803304553032, + 0.06416964530944824, + 0.1974228173494339, + 0.1185658797621727, + 0.1758701652288437, + 0.059224311262369156, + 0.03953329473733902, + 0.05022875592112541 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.023287607356905937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00281331199221313 + ], + "opposite_logprob_tokens": [ + -5.877813339233398 + ], + "logprob_reward": -0.00281331199221313, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00281331199221313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.145357146859169, + 0.04053712636232376, + 0.04304036125540733, + 0.11377747356891632, + 0.25981199741363525, + 0.03231746330857277, + 0.06902782618999481, + 0.07599743455648422, + 0.1729598194360733, + 0.04717332124710083 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.00281331199221313 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black nylon cape drapes around her shoulders, and sections of her long hair are meticulously wrapped in gleaming silver foil, suggesting she's undergoing a chemical hair treatment. Her face, framed by the foil, is meticulously made up with a bold, matte red lipstick, contrasting sharply with the scene's neutral color palette. Her expression is one of frozen terror; her eyes are wide, her brows slightly arched, and as she gazes into the camera, her lips part in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention locked on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation.", + "seed": 21541, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_15/index_3403_seed_21541_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014772898983210325, + "vlm_logprob": -0.014772898983210325, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.014772898983210325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0068506840616464615 + ], + "opposite_logprob_tokens": [ + -5.381850719451904 + ], + "logprob_reward": -0.0068506840616464615, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0068506840616464615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10974422097206116, + 0.16997358202934265, + 0.04222775623202324, + 0.0448247566819191, + 0.15427792072296143, + 0.02145233377814293, + 0.3239864408969879, + 0.04512477293610573, + 0.04081031680107117, + 0.04757791385054588 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.0068506840616464615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961375776678324 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961375776678324, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961375776678324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22371453046798706, + 0.2008831948041916, + 0.0418250635266304, + 0.05098538473248482, + 0.04115970805287361, + 0.06061771884560585, + 0.24500562250614166, + 0.053332045674324036, + 0.040239118039608, + 0.04223760962486267 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.005961375776678324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024888513144105673 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.0024888513144105673, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024888513144105673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22179371118545532, + 0.26151371002197266, + 0.06699345260858536, + 0.03570423647761345, + 0.08354312181472778, + 0.0697842612862587, + 0.15548661351203918, + 0.03742872551083565, + 0.018185246735811234, + 0.04956699162721634 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0024888513144105673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495519936084747 + ], + "opposite_logprob_tokens": [ + -2.929955244064331 + ], + "logprob_reward": -0.05495519936084747, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495519936084747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18205735087394714, + 0.20750129222869873, + 0.05835188925266266, + 0.030718646943569183, + 0.05413440242409706, + 0.13257156312465668, + 0.2091282457113266, + 0.0688207820057869, + 0.01850797049701214, + 0.038207847625017166 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.05495519936084747 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036083844024688005 + ], + "opposite_logprob_tokens": [ + -5.628608226776123 + ], + "logprob_reward": -0.0036083844024688005, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036083844024688005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.423460990190506, + 0.0450330413877964, + 0.040590375661849976, + 0.051659490913152695, + 0.020293062552809715, + 0.14145909249782562, + 0.16578556597232819, + 0.06717991828918457, + 0.019509948790073395, + 0.025028539821505547 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0036083844024688005 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black nylon cape drapes around her shoulders, and sections of her long hair are meticulously wrapped in gleaming silver foil, suggesting she's undergoing a chemical hair treatment. Her face, framed by the foil, is meticulously made up with a bold, matte red lipstick, contrasting sharply with the scene's neutral color palette. Her expression is one of frozen terror; her eyes are wide, her brows slightly arched, and as she gazes into the camera, her lips part in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention locked on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation.", + "seed": 21542, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_15/index_3403_seed_21542_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010646560112945735, + "vlm_logprob": -0.010646560112945735, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.010646560112945735, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005139828193932772 + ], + "opposite_logprob_tokens": [ + -5.6301398277282715 + ], + "logprob_reward": -0.005139828193932772, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.005139828193932772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4141899049282074, + 0.1342650204896927, + 0.042733002454042435, + 0.03257318213582039, + 0.21555504202842712, + 0.028216326609253883, + 0.03799254819750786, + 0.016713721677660942, + 0.059053219854831696, + 0.0187080018222332 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.005139828193932772 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005957228597253561 + ], + "opposite_logprob_tokens": [ + -5.130957126617432 + ], + "logprob_reward": -0.005957228597253561, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005957228597253561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17548425495624542, + 0.28607895970344543, + 0.1563650518655777, + 0.047036364674568176, + 0.1662919670343399, + 0.022191086784005165, + 0.04123441129922867, + 0.04010806977748871, + 0.04432259500026703, + 0.020887186750769615 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.005957228597253561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017115719383582473 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017115719383582473, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017115719383582473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31053486466407776, + 0.11700542271137238, + 0.09407658874988556, + 0.02639533020555973, + 0.28856709599494934, + 0.04600170999765396, + 0.03687116131186485, + 0.03517826274037361, + 0.022045953199267387, + 0.023323561996221542 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0017115719383582473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033695679157972336 + ], + "opposite_logprob_tokens": [ + -3.408695697784424 + ], + "logprob_reward": -0.033695679157972336, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033695679157972336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17775709927082062, + 0.29327407479286194, + 0.05482994765043259, + 0.026722602546215057, + 0.32596051692962646, + 0.05030468478798866, + 0.034470584243535995, + 0.017287302762269974, + 0.009432422928512096, + 0.009960749186575413 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.033695679157972336 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman seated in a white molded-plastic salon chair with polished chrome armrests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a sleek black nylon cape and has sections of her hair wrapped in gleaming silver foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have bold matte red lipstick and an expression of frozen terror with wide eyes and parted lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly out-of-focus salon setting with a large mirror and another empty station?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067284926772117615 + ], + "opposite_logprob_tokens": [ + -5.006728649139404 + ], + "logprob_reward": -0.0067284926772117615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067284926772117615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36579903960227966, + 0.07792283594608307, + 0.14812152087688446, + 0.0878346711397171, + 0.12400615960359573, + 0.0418698824942112, + 0.057444095611572266, + 0.05187077820301056, + 0.022728972136974335, + 0.022402092814445496 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0067284926772117615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_2/index_tensor([9044, 9044])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_2/index_tensor([9044, 9044])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..99f9963c907ef7f6e08d032c4b628128e7045a83 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_2/index_tensor([9044, 9044])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, established shot captures a scene in a bleak autumn forest. In the center of the frame, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes, a look of deep fatigue, slump against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray of light, creating few discernible shadows. He first took a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he let out a long, silent sigh, his shoulders slumping and even his loose robes rippling. This action was filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.", + "seed": 15998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_2/index_9044_seed_15998_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.040671413554809986, + "vlm_logprob": -0.040671413554809986, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.040671413554809986, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03586435317993164 + ], + "opposite_logprob_tokens": [ + -3.4108643531799316 + ], + "logprob_reward": -0.03586435317993164, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03586435317993164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2851880192756653, + 0.16731268167495728, + 0.06625097990036011, + 0.025484047830104828, + 0.021337302401661873, + 0.03821083530783653, + 0.04060744866728783, + 0.04417712986469269, + 0.0341559536755085, + 0.27727562189102173 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03586435317993164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809821978211403 + ], + "opposite_logprob_tokens": [ + -3.2880983352661133 + ], + "logprob_reward": -0.03809821978211403, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809821978211403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3617212474346161, + 0.11647426337003708, + 0.05490194261074066, + 0.06140759959816933, + 0.020060565322637558, + 0.04401653632521629, + 0.027638640254735947, + 0.04252425953745842, + 0.07442890107631683, + 0.1968259960412979 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03809821978211403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001716689090244472 + ], + "opposite_logprob_tokens": [ + -6.376716613769531 + ], + "logprob_reward": -0.001716689090244472, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001716689090244472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40810298919677734, + 0.11962659657001495, + 0.03155552223324776, + 0.05120156332850456, + 0.027299778535962105, + 0.04163314774632454, + 0.054244205355644226, + 0.048842206597328186, + 0.07879547029733658, + 0.1386985331773758 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.001716689090244472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866897314786911 + ], + "opposite_logprob_tokens": [ + -3.04866886138916 + ], + "logprob_reward": -0.04866897314786911, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866897314786911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20109759271144867, + 0.07921060174703598, + 0.07492145895957947, + 0.051888685673475266, + 0.07007793337106705, + 0.07624861598014832, + 0.05301937088370323, + 0.08623278141021729, + 0.14530500769615173, + 0.1619979590177536 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.04866897314786911 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900883257389069 + ], + "opposite_logprob_tokens": [ + -2.5790088176727295 + ], + "logprob_reward": -0.07900883257389069, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900883257389069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15002937614917755, + 0.06068882718682289, + 0.05079646781086922, + 0.06147540360689163, + 0.04019833728671074, + 0.05549762398004532, + 0.058388933539390564, + 0.09095723927021027, + 0.09608183801174164, + 0.3358859717845917 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.07900883257389069 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, established shot captures a scene in a bleak autumn forest. In the center of the frame, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes, a look of deep fatigue, slump against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray of light, creating few discernible shadows. He first took a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he let out a long, silent sigh, his shoulders slumping and even his loose robes rippling. This action was filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.", + "seed": 15999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_2/index_9044_seed_15999_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.058671638602390885, + "vlm_logprob": -0.058671638602390885, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.058671638602390885, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014927590265870094 + ], + "opposite_logprob_tokens": [ + -4.264927387237549 + ], + "logprob_reward": -0.014927590265870094, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014927590265870094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2992457449436188, + 0.07542823255062103, + 0.05309655889868736, + 0.03241065889596939, + 0.10048002004623413, + 0.0633077397942543, + 0.020796289667487144, + 0.03647242486476898, + 0.09660021960735321, + 0.22216211259365082 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.014927590265870094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000931544229388237 + ], + "opposite_logprob_tokens": [ + -7.000931739807129 + ], + "logprob_reward": -0.000931544229388237, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000931544229388237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1305733174085617, + 0.04649989679455757, + 0.03067461960017681, + 0.04553662985563278, + 0.022819146513938904, + 0.02452765218913555, + 0.04403948038816452, + 0.10909347236156464, + 0.045096054673194885, + 0.5011397004127502 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.000931544229388237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031986285466700792 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031986285466700792, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031986285466700792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1317298859357834, + 0.04187339171767235, + 0.03688116744160652, + 0.01970181241631508, + 0.02802674099802971, + 0.017696049064397812, + 0.04521307349205017, + 0.057396773248910904, + 0.09173233062028885, + 0.5297487378120422 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0031986285466700792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048665452748537064 + ], + "opposite_logprob_tokens": [ + -3.0486655235290527 + ], + "logprob_reward": -0.048665452748537064, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048665452748537064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0395813025534153, + 0.022439444437623024, + 0.01783447153866291, + 0.02687164582312107, + 0.013070983812212944, + 0.016564328223466873, + 0.0785195454955101, + 0.04542781412601471, + 0.12049155682325363, + 0.6191989183425903 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.048665452748537064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22563497722148895 + ], + "opposite_logprob_tokens": [ + -1.6006349325180054 + ], + "logprob_reward": -0.22563497722148895, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22563497722148895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07230842858552933, + 0.024971237406134605, + 0.020534243434667587, + 0.019045965746045113, + 0.016716066747903824, + 0.015581493265926838, + 0.0616471990942955, + 0.09919145703315735, + 0.11618436127901077, + 0.553819477558136 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.22563497722148895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, established shot captures a scene in a bleak autumn forest. In the center of the frame, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes, a look of deep fatigue, slump against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray of light, creating few discernible shadows. He first took a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he let out a long, silent sigh, his shoulders slumping and even his loose robes rippling. This action was filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.", + "seed": 16000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_2/index_9044_seed_16000_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15398695757612585, + "vlm_logprob": -0.15398695757612585, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.15398695757612585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049476414918899536 + ], + "opposite_logprob_tokens": [ + -3.049476385116577 + ], + "logprob_reward": -0.049476414918899536, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049476414918899536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2733796238899231, + 0.09791582822799683, + 0.035661667585372925, + 0.03330795839428902, + 0.06549471616744995, + 0.07335136830806732, + 0.07636963576078415, + 0.028990421444177628, + 0.2913437485694885, + 0.024184951558709145 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.049476414918899536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181990098208189 + ], + "opposite_logprob_tokens": [ + -4.0181989669799805 + ], + "logprob_reward": -0.0181990098208189, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181990098208189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4310559034347534, + 0.1783437877893448, + 0.07847478985786438, + 0.03801102191209793, + 0.030756529420614243, + 0.019266771152615547, + 0.037238605320453644, + 0.019783468917012215, + 0.14749771356582642, + 0.019571427255868912 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0181990098208189 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022025867365300655 + ], + "opposite_logprob_tokens": [ + -6.12720251083374 + ], + "logprob_reward": -0.0022025867365300655, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022025867365300655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3371717929840088, + 0.10558561235666275, + 0.0831446647644043, + 0.04651987552642822, + 0.12686611711978912, + 0.06536645442247391, + 0.0467396043241024, + 0.07461173087358475, + 0.07505307346582413, + 0.03894104063510895 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0022025867365300655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562573850154877 + ], + "opposite_logprob_tokens": [ + -1.60062575340271 + ], + "logprob_reward": -0.22562573850154877, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562573850154877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.223117396235466, + 0.10152149200439453, + 0.06753528863191605, + 0.11023667454719543, + 0.04459263011813164, + 0.060356494039297104, + 0.13235673308372498, + 0.06302177906036377, + 0.08560647070407867, + 0.11165505647659302 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.22562573850154877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47443103790283203 + ], + "opposite_logprob_tokens": [ + -0.974431037902832 + ], + "logprob_reward": -0.47443103790283203, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47443103790283203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23909887671470642, + 0.06714347004890442, + 0.0604512058198452, + 0.05464604124426842, + 0.13175681233406067, + 0.09902564436197281, + 0.0601646788418293, + 0.08763907849788666, + 0.1339220404624939, + 0.06615215539932251 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.47443103790283203 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, established shot captures a scene in a bleak autumn forest. In the center of the frame, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes, a look of deep fatigue, slump against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray of light, creating few discernible shadows. He first took a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he let out a long, silent sigh, his shoulders slumping and even his loose robes rippling. This action was filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.", + "seed": 16001, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_2/index_9044_seed_16001_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026011112588457765, + "vlm_logprob": -0.026011112588457765, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.026011112588457765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007666096091270447 + ], + "opposite_logprob_tokens": [ + -5.007666110992432 + ], + "logprob_reward": -0.007666096091270447, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007666096091270447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17969954013824463, + 0.06827639043331146, + 0.0798235535621643, + 0.11475785821676254, + 0.0776539295911789, + 0.20775866508483887, + 0.03773791342973709, + 0.04758697748184204, + 0.09059234708547592, + 0.09611283987760544 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.007666096091270447 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644558299332857 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644558299332857, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644558299332857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08683056384325027, + 0.06881630420684814, + 0.08733530342578888, + 0.07554978877305984, + 0.05100587382912636, + 0.42280325293540955, + 0.07389163225889206, + 0.020775431767106056, + 0.03396241366863251, + 0.07902941852807999 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.004644558299332857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006387577159330249 + ], + "opposite_logprob_tokens": [ + -7.375638961791992 + ], + "logprob_reward": -0.0006387577159330249, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006387577159330249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13132846355438232, + 0.10135488212108612, + 0.07617481052875519, + 0.042826246470212936, + 0.07391824573278427, + 0.2504548728466034, + 0.04876991733908653, + 0.03349733725190163, + 0.05947675183415413, + 0.1821984350681305 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0006387577159330249 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810602053999901 + ], + "opposite_logprob_tokens": [ + -3.2881059646606445 + ], + "logprob_reward": -0.03810602053999901, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810602053999901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09652582556009293, + 0.05844024941325188, + 0.059214044362306595, + 0.040291935205459595, + 0.21274374425411224, + 0.13583694398403168, + 0.05675596743822098, + 0.0386618934571743, + 0.1135077103972435, + 0.1880216896533966 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.03810602053999901 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bleak autumn forest with a gnarled, leafless tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a corpulent monk with a pig face and a protruding belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a wrinkled, dull ochre-yellow robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk perform the action of taking a slow, heavy breath that causes his chest and belly to swell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the monk follow the action of letting out a long, silent sigh with slumping shoulders and rippling robes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900013029575348 + ], + "opposite_logprob_tokens": [ + -2.579000234603882 + ], + "logprob_reward": -0.07900013029575348, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900013029575348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08525267243385315, + 0.046445030719041824, + 0.0708346962928772, + 0.035714294761419296, + 0.17313411831855774, + 0.13906513154506683, + 0.04656343162059784, + 0.04053669795393944, + 0.0985761508345604, + 0.263877809047699 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.07900013029575348 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_3/index_tensor([8171, 8171])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_3/index_tensor([8171, 8171])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..96d13278adca39cd9c2fb34136369e69fda4f4b4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_3/index_tensor([8171, 8171])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.", + "seed": 30418, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_3/index_8171_seed_30418_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02994555947370827, + "vlm_logprob": -0.02994555947370827, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02994555947370827, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08572331815958023 + ], + "opposite_logprob_tokens": [ + -3.085723400115967 + ], + "logprob_reward": -0.08572331815958023, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.08572331815958023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10946309566497803, + 0.06522619724273682, + 0.06750049442052841, + 0.03690136969089508, + 0.05024104192852974, + 0.07159031927585602, + 0.3908374309539795, + 0.15466387569904327, + 0.02874777279794216, + 0.024828441441059113 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.08572331815958023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029826786369085312 + ], + "opposite_logprob_tokens": [ + -3.5298268795013428 + ], + "logprob_reward": -0.029826786369085312, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029826786369085312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14214208722114563, + 0.06364573538303375, + 0.07829122990369797, + 0.08287935703992844, + 0.028277743607759476, + 0.08961818367242813, + 0.2141363024711609, + 0.047644488513469696, + 0.13818082213401794, + 0.11518405377864838 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.029826786369085312 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196133067831397 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.003196133067831397, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196133067831397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19904117286205292, + 0.09648600965738297, + 0.1984543353319168, + 0.08261612802743912, + 0.07759170979261398, + 0.09114096313714981, + 0.06427096575498581, + 0.07880625128746033, + 0.06057911738753319, + 0.0510132759809494 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.003196133067831397 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638150800019503 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638150800019503, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638150800019503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18399322032928467, + 0.10373255610466003, + 0.20953808724880219, + 0.04486628621816635, + 0.09933949261903763, + 0.0978001058101654, + 0.11718191206455231, + 0.06719081848859787, + 0.037350844591856, + 0.039006661623716354 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.004638150800019503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343408972024918 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343408972024918, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343408972024918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09719709306955338, + 0.10374140739440918, + 0.04126088321208954, + 0.06172526627779007, + 0.06633629649877548, + 0.06521260738372803, + 0.2932967245578766, + 0.10378837585449219, + 0.11976063251495361, + 0.04768068715929985 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.026343408972024918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.", + "seed": 30419, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_3/index_8171_seed_30419_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02697145929560065, + "vlm_logprob": -0.02697145929560065, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02697145929560065, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06291530281305313 + ], + "opposite_logprob_tokens": [ + -3.562915325164795 + ], + "logprob_reward": -0.06291530281305313, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.06291530281305313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16963642835617065, + 0.03442198783159256, + 0.41969361901283264, + 0.03248313069343567, + 0.06123286113142967, + 0.05792168527841568, + 0.02758895605802536, + 0.049416836351156235, + 0.0803503468632698, + 0.06725415587425232 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.06291530281305313 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371550515294075 + ], + "opposite_logprob_tokens": [ + -3.4087154865264893 + ], + "logprob_reward": -0.03371550515294075, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371550515294075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11486450582742691, + 0.10709039121866226, + 0.5097839832305908, + 0.06045578420162201, + 0.031519923359155655, + 0.038357824087142944, + 0.030002420768141747, + 0.029929110780358315, + 0.04461047053337097, + 0.03338561952114105 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.03371550515294075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491348423063755 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.002491348423063755, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491348423063755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12172763794660568, + 0.08543793112039566, + 0.27466464042663574, + 0.03195301443338394, + 0.08145734667778015, + 0.036095522344112396, + 0.039936721324920654, + 0.10152768343687057, + 0.19856174290180206, + 0.028637755662202835 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.002491348423063755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594549672678113 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.00594549672678113, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594549672678113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11427956819534302, + 0.07575095444917679, + 0.08241835236549377, + 0.024883922189474106, + 0.03225921094417572, + 0.056575119495391846, + 0.020649682730436325, + 0.06347271054983139, + 0.5099582672119141, + 0.019752249121665955 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.00594549672678113 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789643362164497 + ], + "opposite_logprob_tokens": [ + -3.529789686203003 + ], + "logprob_reward": -0.029789643362164497, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789643362164497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06469079852104187, + 0.03496628999710083, + 0.10408952087163925, + 0.0567069835960865, + 0.08920460194349289, + 0.058617230504751205, + 0.04640882462263107, + 0.11226455867290497, + 0.39959484338760376, + 0.03345629945397377 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.029789643362164497 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.", + "seed": 30420, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_3/index_8171_seed_30420_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025543575268238784, + "vlm_logprob": -0.025543575268238784, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.025543575268238784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04428157955408096 + ], + "opposite_logprob_tokens": [ + -4.044281482696533 + ], + "logprob_reward": -0.04428157955408096, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.04428157955408096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23097434639930725, + 0.09307074546813965, + 0.10591673105955124, + 0.04409410431981087, + 0.15237410366535187, + 0.11359988898038864, + 0.06453973054885864, + 0.12195400148630142, + 0.03222154080867767, + 0.041254833340644836 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.04428157955408096 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303329944610596 + ], + "opposite_logprob_tokens": [ + -3.773303270339966 + ], + "logprob_reward": -0.023303329944610596, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303329944610596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0768083930015564, + 0.08986245840787888, + 0.03801478445529938, + 0.017107201740145683, + 0.050847068428993225, + 0.013707540929317474, + 0.035871345549821854, + 0.6503388285636902, + 0.010786464437842369, + 0.016655871644616127 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.023303329944610596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001715261023491621 + ], + "opposite_logprob_tokens": [ + -6.376715183258057 + ], + "logprob_reward": -0.001715261023491621, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001715261023491621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15759673714637756, + 0.10693198442459106, + 0.1715809851884842, + 0.0587892085313797, + 0.08470554649829865, + 0.06820551306009293, + 0.14279112219810486, + 0.1112760454416275, + 0.039919495582580566, + 0.05820336937904358 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.001715261023491621 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977916456758976 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.00977916456758976, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977916456758976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21773655712604523, + 0.04943237826228142, + 0.04291288182139397, + 0.0678860992193222, + 0.1259777992963791, + 0.12475772202014923, + 0.15357893705368042, + 0.1594027578830719, + 0.02963959239423275, + 0.02867521531879902 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.00977916456758976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048638541251420975 + ], + "opposite_logprob_tokens": [ + -3.0486385822296143 + ], + "logprob_reward": -0.048638541251420975, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048638541251420975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18329927325248718, + 0.09254547208547592, + 0.05193197354674339, + 0.07184268534183502, + 0.06488820910453796, + 0.051551658660173416, + 0.10894566029310226, + 0.2683916687965393, + 0.024294156581163406, + 0.08230925351381302 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.048638541251420975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.", + "seed": 30421, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_3/index_8171_seed_30421_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022555695194751025, + "vlm_logprob": -0.022555695194751025, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.022555695194751025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05654513090848923 + ], + "opposite_logprob_tokens": [ + -3.4315450191497803 + ], + "logprob_reward": -0.05654513090848923, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.05654513090848923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07314544916152954, + 0.04976562410593033, + 0.08474420756101608, + 0.01693050004541874, + 0.01918523572385311, + 0.013966803438961506, + 0.054094117134809494, + 0.030585240572690964, + 0.6372942328453064, + 0.02028859779238701 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.05654513090848923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308921605348587 + ], + "opposite_logprob_tokens": [ + -3.7733089923858643 + ], + "logprob_reward": -0.023308921605348587, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308921605348587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2052864134311676, + 0.06916322559118271, + 0.17055507004261017, + 0.02831050381064415, + 0.017937133088707924, + 0.039676692336797714, + 0.09281660616397858, + 0.07199079543352127, + 0.2636464238166809, + 0.04061711207032204 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.023308921605348587 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024906350299715996 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024906350299715996, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024906350299715996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33885326981544495, + 0.0472470223903656, + 0.1173253133893013, + 0.01721739023923874, + 0.03136790171265602, + 0.10750946402549744, + 0.02973674051463604, + 0.03132973611354828, + 0.2447006106376648, + 0.034712500870227814 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0024906350299715996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409490754827857 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.00409490754827857, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409490754827857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5093491077423096, + 0.0994318276643753, + 0.07506079971790314, + 0.039693914353847504, + 0.060517482459545135, + 0.016916031017899513, + 0.0415094755589962, + 0.03717489540576935, + 0.07722443342208862, + 0.04312211647629738 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.00409490754827857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young adult Southeast Asian male with short, tousled black hair and a radiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject wearing a lightweight, beige linen, short-sleeved shirt with a slightly open collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bustling open-air market with stalls containing red peppers, green leafy vegetables, and yellow mangoes in woven bamboo baskets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a subtle handheld drift while the subject engages in animated hand gestures and conversation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338880881667137 + ], + "opposite_logprob_tokens": [ + -3.651338815689087 + ], + "logprob_reward": -0.026338880881667137, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338880881667137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12483933568000793, + 0.030587954446673393, + 0.052827343344688416, + 0.022382082417607307, + 0.011520332656800747, + 0.02880938909947872, + 0.019326122477650642, + 0.01926964893937111, + 0.6774359941482544, + 0.013001848943531513 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.026338880881667137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_4/index_tensor([7340, 7340])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_4/index_tensor([7340, 7340])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9424b149e229885ab93bc8739c19dabfc232429f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_4/index_tensor([7340, 7340])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.", + "seed": 23744, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_4/index_7340_seed_23744_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.040085565252229574, + "vlm_logprob": -0.040085565252229574, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.040085565252229574, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02722313441336155 + ], + "opposite_logprob_tokens": [ + -3.9022231101989746 + ], + "logprob_reward": -0.02722313441336155, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02722313441336155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30702972412109375, + 0.10291314125061035, + 0.062334850430488586, + 0.08680281788110733, + 0.09974366426467896, + 0.04825829342007637, + 0.04933866113424301, + 0.039175692945718765, + 0.1373540759086609, + 0.06704908609390259 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.02722313441336155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007282227743417025 + ], + "opposite_logprob_tokens": [ + -7.250728130340576 + ], + "logprob_reward": -0.0007282227743417025, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007282227743417025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24943868815898895, + 0.11622031778097153, + 0.12743526697158813, + 0.17557556927204132, + 0.09056627005338669, + 0.0874340832233429, + 0.04591476917266846, + 0.02500217780470848, + 0.03523681312799454, + 0.04717602953314781 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0007282227743417025 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046369642950594425 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.0046369642950594425, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046369642950594425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3032957911491394, + 0.33700788021087646, + 0.14382478594779968, + 0.035100482404232025, + 0.02895119972527027, + 0.04558461904525757, + 0.03015620820224285, + 0.01583731360733509, + 0.03206544369459152, + 0.028176244348287582 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0046369642950594425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494357645511627 + ], + "opposite_logprob_tokens": [ + -2.929943561553955 + ], + "logprob_reward": -0.05494357645511627, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494357645511627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.344818115234375, + 0.22609373927116394, + 0.11097165197134018, + 0.08447160571813583, + 0.1307261884212494, + 0.037354592233896255, + 0.01700228825211525, + 0.010019316338002682, + 0.023309018462896347, + 0.015233486890792847 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.05494357645511627 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289592832326889 + ], + "opposite_logprob_tokens": [ + -2.237895965576172 + ], + "logprob_reward": -0.11289592832326889, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289592832326889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2689210772514343, + 0.17783305048942566, + 0.18140757083892822, + 0.1501425802707672, + 0.08830054104328156, + 0.055024586617946625, + 0.014594224281609058, + 0.01207946427166462, + 0.02775884047150612, + 0.023938067257404327 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.11289592832326889 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.", + "seed": 23745, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_4/index_7340_seed_23745_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11815520171076059, + "vlm_logprob": -0.11815520171076059, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.11815520171076059, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25765225291252136 + ], + "opposite_logprob_tokens": [ + -1.5076522827148438 + ], + "logprob_reward": -0.25765225291252136, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25765225291252136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17650210857391357, + 0.08155719190835953, + 0.07422864437103271, + 0.03439471498131752, + 0.0638098418712616, + 0.10962752997875214, + 0.2078540176153183, + 0.061225391924381256, + 0.0953628271818161, + 0.09543769806623459 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.25765225291252136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028348281048238277 + ], + "opposite_logprob_tokens": [ + -5.877834796905518 + ], + "logprob_reward": -0.0028348281048238277, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028348281048238277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11578988283872604, + 0.19194380939006805, + 0.06307058781385422, + 0.04548531398177147, + 0.05682557821273804, + 0.05616846680641174, + 0.29185134172439575, + 0.033793795853853226, + 0.05909070000052452, + 0.08598049730062485 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0028348281048238277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947511177510023 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947511177510023, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947511177510023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08143701404333115, + 0.09430242329835892, + 0.14616551995277405, + 0.05617866665124893, + 0.3249417841434479, + 0.08867522329092026, + 0.1015019565820694, + 0.029845047742128372, + 0.049792397767305374, + 0.027159983292222023 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.005947511177510023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305723309516907 + ], + "opposite_logprob_tokens": [ + -3.1680572032928467 + ], + "logprob_reward": -0.04305723309516907, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305723309516907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08237890899181366, + 0.06779813766479492, + 0.05494564771652222, + 0.03598871827125549, + 0.09982748329639435, + 0.040343549102544785, + 0.39443328976631165, + 0.048120006918907166, + 0.09558720886707306, + 0.08057700842618942 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.04305723309516907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812841832637787 + ], + "opposite_logprob_tokens": [ + -1.406284213066101 + ], + "logprob_reward": -0.2812841832637787, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812841832637787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07676044851541519, + 0.16403526067733765, + 0.073516845703125, + 0.04026169329881668, + 0.2714146375656128, + 0.06925220042467117, + 0.09436972439289093, + 0.0570417195558548, + 0.05484915152192116, + 0.09849835187196732 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.2812841832637787 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.", + "seed": 23746, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_4/index_7340_seed_23746_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06296134719159455, + "vlm_logprob": -0.06296134719159455, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.06296134719159455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039126794785261154 + ], + "opposite_logprob_tokens": [ + -3.7891268730163574 + ], + "logprob_reward": -0.039126794785261154, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.039126794785261154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14128918945789337, + 0.07099577784538269, + 0.04736219346523285, + 0.04497893154621124, + 0.15821649134159088, + 0.0523306168615818, + 0.060549620538949966, + 0.05321080982685089, + 0.1981729120016098, + 0.1728934496641159 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.039126794785261154 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015353093622252345 + ], + "opposite_logprob_tokens": [ + -6.501535415649414 + ], + "logprob_reward": -0.0015353093622252345, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015353093622252345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3536290228366852, + 0.11521264165639877, + 0.03681906685233116, + 0.043888241052627563, + 0.07275157421827316, + 0.10846211016178131, + 0.0445866696536541, + 0.0605490542948246, + 0.1168806329369545, + 0.04722097888588905 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0015353093622252345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052548618987202644 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.0052548618987202644, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052548618987202644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09343382716178894, + 0.040734533220529556, + 0.04716781899333, + 0.1154312938451767, + 0.2688281834125519, + 0.07614091783761978, + 0.07630566507577896, + 0.09754583984613419, + 0.0582796148955822, + 0.12613224983215332 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.0052548618987202644 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903597295284271 + ], + "opposite_logprob_tokens": [ + -2.464035987854004 + ], + "logprob_reward": -0.08903597295284271, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903597295284271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11717182397842407, + 0.07045154273509979, + 0.05046352744102478, + 0.05825617164373398, + 0.09000545740127563, + 0.08712996542453766, + 0.09745381027460098, + 0.06532391905784607, + 0.1628434658050537, + 0.20090025663375854 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.08903597295284271 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985379695892334 + ], + "opposite_logprob_tokens": [ + -1.8048537969589233 + ], + "logprob_reward": -0.17985379695892334, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985379695892334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09509158879518509, + 0.09899573028087616, + 0.07689959555864334, + 0.12372593581676483, + 0.08314868807792664, + 0.09664981067180634, + 0.07445910573005676, + 0.04356897994875908, + 0.10291684418916702, + 0.20454376935958862 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.17985379695892334 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.", + "seed": 23747, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_4/index_7340_seed_23747_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10377459482988342, + "vlm_logprob": -0.10377459482988342, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.10377459482988342, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14597639441490173 + ], + "opposite_logprob_tokens": [ + -2.1459763050079346 + ], + "logprob_reward": -0.14597639441490173, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.14597639441490173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16001887619495392, + 0.46568208932876587, + 0.052774861454963684, + 0.07783901691436768, + 0.02809288166463375, + 0.02193227969110012, + 0.042124152183532715, + 0.02176518365740776, + 0.041072193533182144, + 0.0886983871459961 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.14597639441490173 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009459549910388887 + ], + "opposite_logprob_tokens": [ + -7.000946044921875 + ], + "logprob_reward": -0.0009459549910388887, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009459549910388887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.163595050573349, + 0.47412705421447754, + 0.06513571739196777, + 0.035609859973192215, + 0.03302384540438652, + 0.0211486853659153, + 0.04701128974556923, + 0.03678524121642113, + 0.025114234536886215, + 0.0984489694237709 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0009459549910388887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036194308195263147 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036194308195263147, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036194308195263147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05117572844028473, + 0.5306077003479004, + 0.060479290783405304, + 0.02848290093243122, + 0.02868873067200184, + 0.024531466886401176, + 0.05364789441227913, + 0.032276034355163574, + 0.1254713535308838, + 0.06463886797428131 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.0036194308195263147 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427973508834839 + ], + "opposite_logprob_tokens": [ + -2.0177974700927734 + ], + "logprob_reward": -0.1427973508834839, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1427973508834839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14707051217556, + 0.1898789405822754, + 0.14818648993968964, + 0.07076498866081238, + 0.041104160249233246, + 0.056041233241558075, + 0.06784922629594803, + 0.03806230053305626, + 0.17357730865478516, + 0.06746488809585571 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.1427973508834839 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an old wooden pier with wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky colored with warm orange and lavender hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vintage taxi with a large faded Bugs Bunny character painted on its side visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the taxi move slowly away from the camera into the pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255338430404663 + ], + "opposite_logprob_tokens": [ + -1.6005338430404663 + ], + "logprob_reward": -0.2255338430404663, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255338430404663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14828233420848846, + 0.40065285563468933, + 0.08896270394325256, + 0.07788460701704025, + 0.048706986010074615, + 0.030727451667189598, + 0.04470723122358322, + 0.057779114693403244, + 0.055693648755550385, + 0.046603068709373474 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.2255338430404663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_5/index_tensor([94, 94])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_5/index_tensor([94, 94])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b6083119d23cca49692d66ed56071488acfbfe45 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_5/index_tensor([94, 94])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.", + "seed": 12265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_5/index_94_seed_12265_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010868373699486256, + "vlm_logprob": -0.010868373699486256, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.010868373699486256, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0079685403034091 + ], + "opposite_logprob_tokens": [ + -4.882968425750732 + ], + "logprob_reward": -0.0079685403034091, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0079685403034091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09379223734140396, + 0.06441455334424973, + 0.15575358271598816, + 0.04419926926493645, + 0.06785933673381805, + 0.0409129373729229, + 0.06125825643539429, + 0.06336938589811325, + 0.05470411479473114, + 0.35373637080192566 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0079685403034091 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542770244181156 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542770244181156, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542770244181156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0972028598189354, + 0.13163597881793976, + 0.0657208263874054, + 0.03290320560336113, + 0.12489534169435501, + 0.03312414884567261, + 0.030009329319000244, + 0.014844388701021671, + 0.07207047939300537, + 0.3975934684276581 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.012542770244181156 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062501817941666 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062501817941666, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062501817941666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09818531572818756, + 0.04869250953197479, + 0.14175017178058624, + 0.0275798961520195, + 0.09169268608093262, + 0.03682973235845566, + 0.02934633009135723, + 0.03199439495801926, + 0.019495531916618347, + 0.47443342208862305 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.016062501817941666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017090728506445885 + ], + "opposite_logprob_tokens": [ + -6.376708984375 + ], + "logprob_reward": -0.0017090728506445885, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017090728506445885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22180579602718353, + 0.08582568168640137, + 0.039791930466890335, + 0.02861505188047886, + 0.024026166647672653, + 0.03932160511612892, + 0.07336112856864929, + 0.12658649682998657, + 0.025863276794552803, + 0.33480289578437805 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0017090728506445885 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605898328125477 + ], + "opposite_logprob_tokens": [ + -4.141058921813965 + ], + "logprob_reward": -0.01605898328125477, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605898328125477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22137637436389923, + 0.11822925508022308, + 0.1569705456495285, + 0.041954804211854935, + 0.04091808944940567, + 0.03849839046597481, + 0.11961532384157181, + 0.04918219894170761, + 0.11641963571310043, + 0.09683533012866974 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.01605898328125477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.", + "seed": 12266, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_5/index_94_seed_12266_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.006720744911581278, + "vlm_logprob": -0.006720744911581278, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.006720744911581278, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006865483243018389 + ], + "opposite_logprob_tokens": [ + -5.131865501403809 + ], + "logprob_reward": -0.006865483243018389, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006865483243018389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38596561551094055, + 0.06743071228265762, + 0.04948674142360687, + 0.0827859491109848, + 0.07095132023096085, + 0.04660777002573013, + 0.0678529217839241, + 0.03837054967880249, + 0.0846049040555954, + 0.10594348609447479 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.006865483243018389 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645959198474884 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645959198474884, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645959198474884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2250341922044754, + 0.1265403777360916, + 0.0496784970164299, + 0.24029265344142914, + 0.07249194383621216, + 0.06041352078318596, + 0.0675678625702858, + 0.04546213895082474, + 0.05045834928750992, + 0.062060464173555374 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.008645959198474884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632455296814442 + ], + "opposite_logprob_tokens": [ + -5.379632472991943 + ], + "logprob_reward": -0.004632455296814442, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632455296814442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24022307991981506, + 0.09029226005077362, + 0.10584940016269684, + 0.2839628756046295, + 0.06483766436576843, + 0.04879903793334961, + 0.06288350373506546, + 0.032897718250751495, + 0.044394802302122116, + 0.025859611108899117 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.004632455296814442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729795131832361 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729795131832361, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729795131832361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37670645117759705, + 0.058102067559957504, + 0.0914626345038414, + 0.06327154487371445, + 0.15720877051353455, + 0.03427286818623543, + 0.13539926707744598, + 0.028400154784321785, + 0.0308020431548357, + 0.024374250322580338 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.006729795131832361 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067300316877663136 + ], + "opposite_logprob_tokens": [ + -5.006730079650879 + ], + "logprob_reward": -0.0067300316877663136, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067300316877663136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39116600155830383, + 0.07672559469938278, + 0.04545031860470772, + 0.06335986405611038, + 0.09793780744075775, + 0.05898342654109001, + 0.07853815704584122, + 0.07777625322341919, + 0.05411234125494957, + 0.055950235575437546 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0067300316877663136 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.", + "seed": 12267, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_5/index_94_seed_12267_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.006119190948083997, + "vlm_logprob": -0.006119190948083997, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.006119190948083997, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006506804842501879 + ], + "opposite_logprob_tokens": [ + -5.13150691986084 + ], + "logprob_reward": -0.006506804842501879, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006506804842501879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2421291619539261, + 0.11570456624031067, + 0.07794749736785889, + 0.06593432277441025, + 0.1485944539308548, + 0.11104869097471237, + 0.09729743748903275, + 0.035732198506593704, + 0.048389602452516556, + 0.057222094386816025 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.006506804842501879 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645012974739075 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008645012974739075, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645012974739075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12998387217521667, + 0.03830191493034363, + 0.04964037984609604, + 0.029106589034199715, + 0.0885496586561203, + 0.431219220161438, + 0.04864596575498581, + 0.08017320930957794, + 0.055398013442754745, + 0.0489811897277832 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.008645012974739075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633167292922735 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004633167292922735, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633167292922735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10575580596923828, + 0.08222740143537521, + 0.012204325757920742, + 0.04070485383272171, + 0.08573232591152191, + 0.5355352759361267, + 0.06769988685846329, + 0.022546391934156418, + 0.021532811224460602, + 0.026060903444886208 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.004633167292922735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00318829040043056 + ], + "opposite_logprob_tokens": [ + -5.753188133239746 + ], + "logprob_reward": -0.00318829040043056, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00318829040043056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30564308166503906, + 0.09251590818166733, + 0.08578421175479889, + 0.04461321979761124, + 0.01820433884859085, + 0.2455494999885559, + 0.02524310164153576, + 0.04109426215291023, + 0.09878943115472794, + 0.04256294667720795 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.00318829040043056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622679229825735 + ], + "opposite_logprob_tokens": [ + -4.882622718811035 + ], + "logprob_reward": -0.007622679229825735, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622679229825735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3774654269218445, + 0.036545269191265106, + 0.049518883228302, + 0.10592915117740631, + 0.06485062092542648, + 0.1666862964630127, + 0.04473920911550522, + 0.0354711189866066, + 0.03105318918824196, + 0.08774074167013168 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.007622679229825735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.", + "seed": 12268, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_5/index_94_seed_12268_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.006442005280405283, + "vlm_logprob": -0.006442005280405283, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.006442005280405283, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0056902095675468445 + ], + "opposite_logprob_tokens": [ + -5.255690097808838 + ], + "logprob_reward": -0.0056902095675468445, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0056902095675468445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.133536696434021, + 0.06925658136606216, + 0.11020063608884811, + 0.1890760064125061, + 0.10447424650192261, + 0.06040223315358162, + 0.06775213032960892, + 0.07738156616687775, + 0.13985279202461243, + 0.04806714132428169 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.0056902095675468445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259605124592781 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.005259605124592781, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259605124592781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11745364218950272, + 0.05016263201832771, + 0.06015070900321007, + 0.3162785470485687, + 0.08491535484790802, + 0.0438748300075531, + 0.0532534085214138, + 0.10559053719043732, + 0.10361853241920471, + 0.06470184773206711 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.005259605124592781 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977444276213646 + ], + "opposite_logprob_tokens": [ + -4.634774208068848 + ], + "logprob_reward": -0.00977444276213646, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977444276213646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16769012808799744, + 0.11133236438035965, + 0.06979097425937653, + 0.07306375354528427, + 0.058166276663541794, + 0.08418836444616318, + 0.20584140717983246, + 0.09372557699680328, + 0.05128397047519684, + 0.08491715788841248 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.00977444276213646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017103818245232105 + ], + "opposite_logprob_tokens": [ + -6.376710414886475 + ], + "logprob_reward": -0.0017103818245232105, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017103818245232105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17644281685352325, + 0.05459679290652275, + 0.040077146142721176, + 0.11438507586717606, + 0.06476356089115143, + 0.08359172940254211, + 0.06379399448633194, + 0.12149673700332642, + 0.042746201157569885, + 0.2381059229373932 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0017103818245232105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long honey-blonde hair in a loose ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a beige trench coat, white T-shirt, dark blue jeans, and white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pulling a dark teal, hard-shell suitcase with four wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a spacious, modern airport terminal with bright morning light streaming through floor-to-ceiling windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature high-contrast lighting with long shadows, dust motes in sunlight, and soft lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977538712322712 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.00977538712322712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977538712322712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22261138260364532, + 0.05600816756486893, + 0.06750301271677017, + 0.058899011462926865, + 0.04857359081506729, + 0.118344247341156, + 0.047336772084236145, + 0.09778033196926117, + 0.1521604210138321, + 0.1307830512523651 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.00977538712322712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_6/index_tensor([690, 690])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_6/index_tensor([690, 690])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f1304e4dc527755888d73548137ea8a0051c833 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_6/index_tensor([690, 690])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly tilted, overhead angle focuses on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies, rendered in traditional Chinese ink painting techniques, come to life. One dragonfly, positioned at the upper edge of the frame, its slender body sketched in a single stroke of ink that gradually fades from thick to light, its head dotted with rich, moist ink, lending it a spirited presence. The other, following closely behind, tilted slightly, creates a vivid sense of pursuit. Most striking are their gauzy, almost transparent wings, created with light strokes of ink or almost water. Only a few precise, powerful, and fine lines of ink outline the structure of the wing veins, perfectly conveying the visual effect of the wings' rapid vibrations. The ink smudges naturally across the rice paper, creating a captivating, irregular circle of moisture, particularly at the edge where the dragonfly's body meets the paper. The background is largely white, with only a few touches of pale cyan surrounding the dragonfly, suggesting a morning mist or the moist air of a pond. The entire painting is bathed in a soft, evenly diffused light, devoid of any distinct shadows. The dominant color palette is classic black, white, and gray, creating a tranquil and elegant atmosphere imbued with the Zen and ethereal qualities of classical Eastern aesthetics.", + "seed": 463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_6/index_690_seed_463_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025592236034572124, + "vlm_logprob": -0.025592236034572124, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.025592236034572124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007466269191354513 + ], + "opposite_logprob_tokens": [ + -5.1324663162231445 + ], + "logprob_reward": -0.007466269191354513, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007466269191354513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4117337465286255, + 0.14478062093257904, + 0.20174755156040192, + 0.03161700442433357, + 0.027813564985990524, + 0.03540368750691414, + 0.03017609938979149, + 0.0544142946600914, + 0.028168221935629845, + 0.03414522856473923 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.007466269191354513 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209779635071754 + ], + "opposite_logprob_tokens": [ + -4.018209934234619 + ], + "logprob_reward": -0.018209779635071754, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209779635071754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40846720337867737, + 0.08317907154560089, + 0.06294431537389755, + 0.026801729574799538, + 0.03628868982195854, + 0.05964501202106476, + 0.05279430001974106, + 0.0929943099617958, + 0.09522467106580734, + 0.08166071772575378 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.018209779635071754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107603870332241 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.01107603870332241, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107603870332241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2214566469192505, + 0.13631464540958405, + 0.18135640025138855, + 0.033102963119745255, + 0.09846507757902145, + 0.04425695165991783, + 0.03710778057575226, + 0.06821106374263763, + 0.04128846526145935, + 0.13844004273414612 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.01107603870332241 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195806708186865 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002195806708186865, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195806708186865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3038930594921112, + 0.15243908762931824, + 0.09464886784553528, + 0.059880223125219345, + 0.13267482817173004, + 0.10236453264951706, + 0.030840208753943443, + 0.06321194767951965, + 0.026791077107191086, + 0.03325619921088219 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.002195806708186865 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901328593492508 + ], + "opposite_logprob_tokens": [ + -2.4640133380889893 + ], + "logprob_reward": -0.08901328593492508, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901328593492508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.440591424703598, + 0.1553768515586853, + 0.19361086189746857, + 0.038831036537885666, + 0.03146743029356003, + 0.030268367379903793, + 0.018373284488916397, + 0.04179588705301285, + 0.01889067329466343, + 0.03079412132501602 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.08901328593492508 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly tilted, overhead angle focuses on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies, rendered in traditional Chinese ink painting techniques, come to life. One dragonfly, positioned at the upper edge of the frame, its slender body sketched in a single stroke of ink that gradually fades from thick to light, its head dotted with rich, moist ink, lending it a spirited presence. The other, following closely behind, tilted slightly, creates a vivid sense of pursuit. Most striking are their gauzy, almost transparent wings, created with light strokes of ink or almost water. Only a few precise, powerful, and fine lines of ink outline the structure of the wing veins, perfectly conveying the visual effect of the wings' rapid vibrations. The ink smudges naturally across the rice paper, creating a captivating, irregular circle of moisture, particularly at the edge where the dragonfly's body meets the paper. The background is largely white, with only a few touches of pale cyan surrounding the dragonfly, suggesting a morning mist or the moist air of a pond. The entire painting is bathed in a soft, evenly diffused light, devoid of any distinct shadows. The dominant color palette is classic black, white, and gray, creating a tranquil and elegant atmosphere imbued with the Zen and ethereal qualities of classical Eastern aesthetics.", + "seed": 464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_6/index_690_seed_464_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024316401965916157, + "vlm_logprob": -0.024316401965916157, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.024316401965916157, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05614636465907097 + ], + "opposite_logprob_tokens": [ + -2.9311463832855225 + ], + "logprob_reward": -0.05614636465907097, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05614636465907097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14380474388599396, + 0.01647016778588295, + 0.009660528972744942, + 0.01069556549191475, + 0.030291041359305382, + 0.03511626273393631, + 0.343205064535141, + 0.383054256439209, + 0.013863440603017807, + 0.013838929124176502 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.05614636465907097 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372518718242645 + ], + "opposite_logprob_tokens": [ + -3.4087252616882324 + ], + "logprob_reward": -0.03372518718242645, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372518718242645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04073552042245865, + 0.0031616997439414263, + 0.004249445162713528, + 0.0033799964003264904, + 0.012608149088919163, + 0.007342809345573187, + 0.18262508511543274, + 0.6862795352935791, + 0.015656661242246628, + 0.043961118906736374 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.03372518718242645 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585225895047188 + ], + "opposite_logprob_tokens": [ + -3.895585298538208 + ], + "logprob_reward": -0.020585225895047188, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585225895047188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1404983252286911, + 0.006953168194741011, + 0.00879553984850645, + 0.022714586928486824, + 0.014683634974062443, + 0.015025596134364605, + 0.29185858368873596, + 0.4523911476135254, + 0.010350731201469898, + 0.03672868385910988 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.020585225895047188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024880189448595047 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024880189448595047, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024880189448595047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1405957192182541, + 0.009755268692970276, + 0.009368618950247765, + 0.02003123238682747, + 0.013257204554975033, + 0.039422016590833664, + 0.4965432584285736, + 0.21651533246040344, + 0.02517261542379856, + 0.02933867834508419 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.0024880189448595047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863721314817667 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.00863721314817667, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863721314817667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06985890865325928, + 0.03171418607234955, + 0.017785953357815742, + 0.03291480988264084, + 0.015574834309518337, + 0.06840016692876816, + 0.4179193079471588, + 0.29488763213157654, + 0.02983192168176174, + 0.021112211048603058 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.00863721314817667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly tilted, overhead angle focuses on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies, rendered in traditional Chinese ink painting techniques, come to life. One dragonfly, positioned at the upper edge of the frame, its slender body sketched in a single stroke of ink that gradually fades from thick to light, its head dotted with rich, moist ink, lending it a spirited presence. The other, following closely behind, tilted slightly, creates a vivid sense of pursuit. Most striking are their gauzy, almost transparent wings, created with light strokes of ink or almost water. Only a few precise, powerful, and fine lines of ink outline the structure of the wing veins, perfectly conveying the visual effect of the wings' rapid vibrations. The ink smudges naturally across the rice paper, creating a captivating, irregular circle of moisture, particularly at the edge where the dragonfly's body meets the paper. The background is largely white, with only a few touches of pale cyan surrounding the dragonfly, suggesting a morning mist or the moist air of a pond. The entire painting is bathed in a soft, evenly diffused light, devoid of any distinct shadows. The dominant color palette is classic black, white, and gray, creating a tranquil and elegant atmosphere imbued with the Zen and ethereal qualities of classical Eastern aesthetics.", + "seed": 465, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_6/index_690_seed_465_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008009871304966509, + "vlm_logprob": -0.008009871304966509, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.008009871304966509, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00814863946288824 + ], + "opposite_logprob_tokens": [ + -5.133148670196533 + ], + "logprob_reward": -0.00814863946288824, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00814863946288824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10361351072788239, + 0.1460026055574417, + 0.08318786323070526, + 0.0412060022354126, + 0.044751524925231934, + 0.13808786869049072, + 0.11683404445648193, + 0.1218300610780716, + 0.11996966600418091, + 0.08451686054468155 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.00814863946288824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018205681815743446 + ], + "opposite_logprob_tokens": [ + -4.018205642700195 + ], + "logprob_reward": -0.018205681815743446, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018205681815743446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10558471083641052, + 0.04070741683244705, + 0.05146912857890129, + 0.018795384094119072, + 0.03826049342751503, + 0.18026457726955414, + 0.25053247809410095, + 0.21736665070056915, + 0.0795435830950737, + 0.017475539818406105 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.018205681815743446 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735123693943024 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735123693943024, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735123693943024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20987685024738312, + 0.06004242226481438, + 0.04332803562283516, + 0.02973070740699768, + 0.07140328735113144, + 0.12675684690475464, + 0.27746930718421936, + 0.09324755519628525, + 0.05348445475101471, + 0.03466052934527397 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.006735123693943024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017114529618993402 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017114529618993402, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017114529618993402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1700240671634674, + 0.0695088729262352, + 0.04761506989598274, + 0.025176677852869034, + 0.05290462076663971, + 0.18112778663635254, + 0.15303918719291687, + 0.1872863471508026, + 0.06557401269674301, + 0.04774336516857147 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.0017114529618993402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248458590358496 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248458590358496, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248458590358496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20064149796962738, + 0.05201229080557823, + 0.11581321060657501, + 0.03636837750673294, + 0.08550694584846497, + 0.10694796591997147, + 0.03742460161447525, + 0.24472349882125854, + 0.07613999396562576, + 0.04442162439227104 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.005248458590358496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly tilted, overhead angle focuses on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies, rendered in traditional Chinese ink painting techniques, come to life. One dragonfly, positioned at the upper edge of the frame, its slender body sketched in a single stroke of ink that gradually fades from thick to light, its head dotted with rich, moist ink, lending it a spirited presence. The other, following closely behind, tilted slightly, creates a vivid sense of pursuit. Most striking are their gauzy, almost transparent wings, created with light strokes of ink or almost water. Only a few precise, powerful, and fine lines of ink outline the structure of the wing veins, perfectly conveying the visual effect of the wings' rapid vibrations. The ink smudges naturally across the rice paper, creating a captivating, irregular circle of moisture, particularly at the edge where the dragonfly's body meets the paper. The background is largely white, with only a few touches of pale cyan surrounding the dragonfly, suggesting a morning mist or the moist air of a pond. The entire painting is bathed in a soft, evenly diffused light, devoid of any distinct shadows. The dominant color palette is classic black, white, and gray, creating a tranquil and elegant atmosphere imbued with the Zen and ethereal qualities of classical Eastern aesthetics.", + "seed": 466, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_6/index_690_seed_466_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01080659106373787, + "vlm_logprob": -0.01080659106373787, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.01080659106373787, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017127342522144318 + ], + "opposite_logprob_tokens": [ + -4.142127513885498 + ], + "logprob_reward": -0.017127342522144318, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017127342522144318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12121205031871796, + 0.12782885134220123, + 0.06897398084402084, + 0.110704705119133, + 0.04632837325334549, + 0.11817795038223267, + 0.0966358408331871, + 0.11147872358560562, + 0.10546009987592697, + 0.09319944679737091 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.017127342522144318 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060624770820141 + ], + "opposite_logprob_tokens": [ + -3.895606279373169 + ], + "logprob_reward": -0.02060624770820141, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060624770820141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07317112386226654, + 0.31370267271995544, + 0.09600620716810226, + 0.09384706616401672, + 0.07572273164987564, + 0.09624296426773071, + 0.03965631127357483, + 0.07781247049570084, + 0.051584042608737946, + 0.0822543352842331 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.02060624770820141 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076287128031253815 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.0076287128031253815, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076287128031253815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18664056062698364, + 0.09579931944608688, + 0.06565958261489868, + 0.12162227928638458, + 0.06727564334869385, + 0.09085892885923386, + 0.11105141788721085, + 0.1390472650527954, + 0.04431072995066643, + 0.07773426920175552 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0076287128031253815 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019383705221116543 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019383705221116543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019383705221116543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08393382281064987, + 0.21622593700885773, + 0.09265211969614029, + 0.11552368104457855, + 0.09779608249664307, + 0.06622513383626938, + 0.09301932901144028, + 0.13806948065757751, + 0.049544986337423325, + 0.04700939357280731 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.0019383705221116543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sheet of slightly yellowed rice paper with a natural fiber texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dragonflies visible in the scene, rendered in traditional Chinese ink painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one dragonfly positioned at the upper edge of the frame with a slender body sketched in a single stroke of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragonflies have gauzy, almost transparent wings outlined by fine lines of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly tilted and overhead, with a background largely white and touches of pale cyan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067322817631065845 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.0067322817631065845, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067322817631065845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1792561411857605, + 0.19771172106266022, + 0.0705413669347763, + 0.07306952774524689, + 0.0628696009516716, + 0.10412722826004028, + 0.0885346457362175, + 0.056855298578739166, + 0.081856369972229, + 0.08517812937498093 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0067322817631065845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_7/index_tensor([4505, 4505])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_7/index_tensor([4505, 4505])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1e3b80cf21e880bc7d59306a93d3d534df1c8e1f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_7/index_tensor([4505, 4505])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a seamless single shot, followed closely by a low-angle tracking shot, a muscular Dodge Challenger Demon, painted a blazing cherry red, hurtles at breakneck speed across the cracked asphalt of an abandoned airfield. The bright afternoon sun carves sharp highlights across its broad, aggressive body, with two parallel black racing stripes running from the hood to the rear standing out prominently. The camera moves smoothly as the vehicle speeds along, a massive, weathered concrete wall rapidly approaching ahead, its rough, gritty texture clearly visible in the light. At the moment of impact, the video's physics engine fully switches to the exaggerated expressionism of Disney Pixar animation: the vehicle's front bumper doesn't realistically shatter, but rather compresses inward in an elastic, accordion-like motion; the hood arches upward in a dramatic, cartoonish wave, and the fenders flare comically like startled cheeks. The entire car body deforms expressively at the point of impact, sinking deeply into the concrete wall like soft clay, perfectly embodying an inelastic collision. The rear end even briefly tilts upward due to inertia, its wheels spinning helplessly in the air. With a dull, cartoonish thud, the windshield shatters into countless gleaming, stylized geometric fragments, rather than dangerous, shards of glass. Simultaneously, a cloud of comically stylized smoke and a shower of brightly colored, exaggeratedly sized bolts and springs explode from the impact site. The entire process is imbued with high-energy visual impact and a strange, playful sense of destruction. The final scene freezes as the severely \"squashed\" and deformed yet character-filled car merges with the wall, frozen in a state of stillness.", + "seed": 26748, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_7/index_4505_seed_26748_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0154255710542202, + "vlm_logprob": -0.0154255710542202, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.0154255710542202, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024101020768284798 + ], + "opposite_logprob_tokens": [ + -3.7741010189056396 + ], + "logprob_reward": -0.024101020768284798, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024101020768284798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30134838819503784, + 0.0938909575343132, + 0.07157370448112488, + 0.058822374790906906, + 0.05805153399705887, + 0.07827495038509369, + 0.09457311779260635, + 0.10526235401630402, + 0.057851940393447876, + 0.08035072684288025 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.024101020768284798 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381055623292923 + ], + "opposite_logprob_tokens": [ + -3.2881054878234863 + ], + "logprob_reward": -0.0381055623292923, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381055623292923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2690398395061493, + 0.09113321453332901, + 0.08680521696805954, + 0.12049537897109985, + 0.0406821109354496, + 0.06922214478254318, + 0.10066325962543488, + 0.09909974038600922, + 0.03937700390815735, + 0.08348206430673599 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.0381055623292923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637331426143646 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637331426143646, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637331426143646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24082739651203156, + 0.08691283315420151, + 0.06777665764093399, + 0.11512523889541626, + 0.08038540184497833, + 0.07420092821121216, + 0.10188116878271103, + 0.09385433793067932, + 0.07105591148138046, + 0.06798015534877777 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.008637331426143646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091464448720217 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091464448720217, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091464448720217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09147924184799194, + 0.07443692535161972, + 0.2742229700088501, + 0.057452090084552765, + 0.06472726911306381, + 0.06873446702957153, + 0.06496669352054596, + 0.06367512792348862, + 0.08493093401193619, + 0.15537431836128235 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.004091464448720217 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219247629866004 + ], + "opposite_logprob_tokens": [ + -6.127192497253418 + ], + "logprob_reward": -0.00219247629866004, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219247629866004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10691505670547485, + 0.10914252698421478, + 0.12087216228246689, + 0.11654861271381378, + 0.05846479907631874, + 0.06387588381767273, + 0.11700423061847687, + 0.05933479964733124, + 0.06600761413574219, + 0.18183431029319763 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.00219247629866004 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a seamless single shot, followed closely by a low-angle tracking shot, a muscular Dodge Challenger Demon, painted a blazing cherry red, hurtles at breakneck speed across the cracked asphalt of an abandoned airfield. The bright afternoon sun carves sharp highlights across its broad, aggressive body, with two parallel black racing stripes running from the hood to the rear standing out prominently. The camera moves smoothly as the vehicle speeds along, a massive, weathered concrete wall rapidly approaching ahead, its rough, gritty texture clearly visible in the light. At the moment of impact, the video's physics engine fully switches to the exaggerated expressionism of Disney Pixar animation: the vehicle's front bumper doesn't realistically shatter, but rather compresses inward in an elastic, accordion-like motion; the hood arches upward in a dramatic, cartoonish wave, and the fenders flare comically like startled cheeks. The entire car body deforms expressively at the point of impact, sinking deeply into the concrete wall like soft clay, perfectly embodying an inelastic collision. The rear end even briefly tilts upward due to inertia, its wheels spinning helplessly in the air. With a dull, cartoonish thud, the windshield shatters into countless gleaming, stylized geometric fragments, rather than dangerous, shards of glass. Simultaneously, a cloud of comically stylized smoke and a shower of brightly colored, exaggeratedly sized bolts and springs explode from the impact site. The entire process is imbued with high-energy visual impact and a strange, playful sense of destruction. The final scene freezes as the severely \"squashed\" and deformed yet character-filled car merges with the wall, frozen in a state of stillness.", + "seed": 26749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_7/index_4505_seed_26749_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009049075213260949, + "vlm_logprob": -0.009049075213260949, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.009049075213260949, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016788972541689873 + ], + "opposite_logprob_tokens": [ + -4.141788959503174 + ], + "logprob_reward": -0.016788972541689873, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016788972541689873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2785100042819977, + 0.06942488253116608, + 0.04756130650639534, + 0.2381572127342224, + 0.05389485880732536, + 0.09737760573625565, + 0.058160629123449326, + 0.06601274758577347, + 0.049705930054187775, + 0.041194766759872437 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.016788972541689873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189996480941772 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018189996480941772, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189996480941772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.136118084192276, + 0.090947724878788, + 0.1191384494304657, + 0.055555373430252075, + 0.02689565345644951, + 0.08630910515785217, + 0.03899122029542923, + 0.36163491010665894, + 0.048035115003585815, + 0.03637443482875824 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.018189996480941772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735123693943024 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735123693943024, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735123693943024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11760591715574265, + 0.06894168257713318, + 0.18329079449176788, + 0.050251107662916183, + 0.019968334585428238, + 0.24866873025894165, + 0.13202111423015594, + 0.12260027974843979, + 0.03604097291827202, + 0.020610960200428963 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.006735123693943024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028165215626358986 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028165215626358986, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028165215626358986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07190858572721481, + 0.036154329776763916, + 0.020731646567583084, + 0.18834352493286133, + 0.016158439218997955, + 0.05257460102438927, + 0.060405075550079346, + 0.3732726573944092, + 0.09767109900712967, + 0.08278004825115204 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.0028165215626358986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007147617870941758 + ], + "opposite_logprob_tokens": [ + -7.2507147789001465 + ], + "logprob_reward": -0.0007147617870941758, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007147617870941758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1517777442932129, + 0.08197561651468277, + 0.040994759649038315, + 0.12034685164690018, + 0.04173397272825241, + 0.13083887100219727, + 0.10260506719350815, + 0.07896638661623001, + 0.2069939374923706, + 0.04376669228076935 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0007147617870941758 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a seamless single shot, followed closely by a low-angle tracking shot, a muscular Dodge Challenger Demon, painted a blazing cherry red, hurtles at breakneck speed across the cracked asphalt of an abandoned airfield. The bright afternoon sun carves sharp highlights across its broad, aggressive body, with two parallel black racing stripes running from the hood to the rear standing out prominently. The camera moves smoothly as the vehicle speeds along, a massive, weathered concrete wall rapidly approaching ahead, its rough, gritty texture clearly visible in the light. At the moment of impact, the video's physics engine fully switches to the exaggerated expressionism of Disney Pixar animation: the vehicle's front bumper doesn't realistically shatter, but rather compresses inward in an elastic, accordion-like motion; the hood arches upward in a dramatic, cartoonish wave, and the fenders flare comically like startled cheeks. The entire car body deforms expressively at the point of impact, sinking deeply into the concrete wall like soft clay, perfectly embodying an inelastic collision. The rear end even briefly tilts upward due to inertia, its wheels spinning helplessly in the air. With a dull, cartoonish thud, the windshield shatters into countless gleaming, stylized geometric fragments, rather than dangerous, shards of glass. Simultaneously, a cloud of comically stylized smoke and a shower of brightly colored, exaggeratedly sized bolts and springs explode from the impact site. The entire process is imbued with high-energy visual impact and a strange, playful sense of destruction. The final scene freezes as the severely \"squashed\" and deformed yet character-filled car merges with the wall, frozen in a state of stillness.", + "seed": 26750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_7/index_4505_seed_26750_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010786615428514779, + "vlm_logprob": -0.010786615428514779, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.010786615428514779, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013344262726604939 + ], + "opposite_logprob_tokens": [ + -4.3883442878723145 + ], + "logprob_reward": -0.013344262726604939, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013344262726604939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24903568625450134, + 0.13390304148197174, + 0.08057808130979538, + 0.08622953295707703, + 0.12640611827373505, + 0.04716645926237106, + 0.09011536091566086, + 0.0636446550488472, + 0.02630491927266121, + 0.09661617875099182 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.013344262726604939 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253676600754261 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.01253676600754261, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253676600754261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14549684524536133, + 0.1034131869673729, + 0.04891711473464966, + 0.12432517111301422, + 0.21409276127815247, + 0.030105918645858765, + 0.13860934972763062, + 0.06046462059020996, + 0.09089726954698563, + 0.04367773234844208 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.01253676600754261 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188835397362709 + ], + "opposite_logprob_tokens": [ + -4.264188766479492 + ], + "logprob_reward": -0.014188835397362709, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188835397362709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12645220756530762, + 0.09097213298082352, + 0.06227929890155792, + 0.06297623366117477, + 0.3377021253108978, + 0.08549167960882187, + 0.07249222695827484, + 0.02686629816889763, + 0.05049964785575867, + 0.08426821976900101 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.014188835397362709 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532292865216732 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532292865216732, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532292865216732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11633113026618958, + 0.20514889061450958, + 0.03897671028971672, + 0.12510736286640167, + 0.3137894570827484, + 0.03925865888595581, + 0.05068809539079666, + 0.048029981553554535, + 0.016891829669475555, + 0.045777883380651474 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.012532292865216732 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013309201458469033 + ], + "opposite_logprob_tokens": [ + -6.626330852508545 + ], + "logprob_reward": -0.0013309201458469033, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013309201458469033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0786791443824768, + 0.16133488714694977, + 0.030917249619960785, + 0.06401855498552322, + 0.4445329010486603, + 0.02647337131202221, + 0.03260483592748642, + 0.036895085126161575, + 0.026187902316451073, + 0.09835607558488846 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.0013309201458469033 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a seamless single shot, followed closely by a low-angle tracking shot, a muscular Dodge Challenger Demon, painted a blazing cherry red, hurtles at breakneck speed across the cracked asphalt of an abandoned airfield. The bright afternoon sun carves sharp highlights across its broad, aggressive body, with two parallel black racing stripes running from the hood to the rear standing out prominently. The camera moves smoothly as the vehicle speeds along, a massive, weathered concrete wall rapidly approaching ahead, its rough, gritty texture clearly visible in the light. At the moment of impact, the video's physics engine fully switches to the exaggerated expressionism of Disney Pixar animation: the vehicle's front bumper doesn't realistically shatter, but rather compresses inward in an elastic, accordion-like motion; the hood arches upward in a dramatic, cartoonish wave, and the fenders flare comically like startled cheeks. The entire car body deforms expressively at the point of impact, sinking deeply into the concrete wall like soft clay, perfectly embodying an inelastic collision. The rear end even briefly tilts upward due to inertia, its wheels spinning helplessly in the air. With a dull, cartoonish thud, the windshield shatters into countless gleaming, stylized geometric fragments, rather than dangerous, shards of glass. Simultaneously, a cloud of comically stylized smoke and a shower of brightly colored, exaggeratedly sized bolts and springs explode from the impact site. The entire process is imbued with high-energy visual impact and a strange, playful sense of destruction. The final scene freezes as the severely \"squashed\" and deformed yet character-filled car merges with the wall, frozen in a state of stillness.", + "seed": 26751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_7/index_4505_seed_26751_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.006062755873426795, + "vlm_logprob": -0.006062755873426795, + "vlm_yes_no_margin": 5.45, + "vlm_token_credit": -0.006062755873426795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011793768964707851 + ], + "opposite_logprob_tokens": [ + -4.511793613433838 + ], + "logprob_reward": -0.011793768964707851, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011793768964707851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2371060848236084, + 0.06633862853050232, + 0.1190018430352211, + 0.06391697376966476, + 0.07918191701173782, + 0.0720234140753746, + 0.0754295289516449, + 0.09769541770219803, + 0.09987465292215347, + 0.08943158388137817 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.011793768964707851 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779046289622784 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009779046289622784, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779046289622784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2235977202653885, + 0.06758502125740051, + 0.14654849469661713, + 0.085114985704422, + 0.07369253784418106, + 0.049892473965883255, + 0.06328810751438141, + 0.06346733123064041, + 0.12753257155418396, + 0.09928072988986969 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.009779046289622784 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190072951838374 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.003190072951838374, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190072951838374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.160584956407547, + 0.09359313547611237, + 0.16256026923656464, + 0.11791637539863586, + 0.0565216988325119, + 0.16288232803344727, + 0.042654287070035934, + 0.053570665419101715, + 0.04678349941968918, + 0.10293280333280563 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.003190072951838374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634472541511059 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634472541511059, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634472541511059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1723971962928772, + 0.02931337058544159, + 0.04245603084564209, + 0.029930276796221733, + 0.05389683321118355, + 0.03236155956983566, + 0.09190456569194794, + 0.11764974892139435, + 0.14667600393295288, + 0.2834143340587616 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.004634472541511059 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular Dodge Challenger Demon painted cherry red with two parallel black racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on the cracked asphalt of an abandoned airfield with a massive, weathered concrete wall approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle tracking shot that moves smoothly alongside the speeding vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car deform expressively upon impact with the wall, compressing like an accordion and sinking into the concrete like soft clay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact produce comically stylized smoke, brightly colored bolts and springs, and geometric windshield fragments instead of realistic destruction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000916418619453907 + ], + "opposite_logprob_tokens": [ + -7.000916481018066 + ], + "logprob_reward": -0.000916418619453907, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000916418619453907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2200118750333786, + 0.05230541154742241, + 0.04431213065981865, + 0.04581691697239876, + 0.08050619810819626, + 0.03811033070087433, + 0.08905274420976639, + 0.15174970030784607, + 0.1556508094072342, + 0.12248381227254868 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.000916418619453907 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_8/index_tensor([5219, 5219])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_8/index_tensor([5219, 5219])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5419061759f4877129e6b50b8c030f07e070257d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_8/index_tensor([5219, 5219])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.", + "seed": 26991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_8/index_5219_seed_26991_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03121241321787238, + "vlm_logprob": -0.03121241321787238, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.03121241321787238, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015016725286841393 + ], + "opposite_logprob_tokens": [ + -4.265016555786133 + ], + "logprob_reward": -0.015016725286841393, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015016725286841393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13031062483787537, + 0.09709930419921875, + 0.055512841790914536, + 0.036650560796260834, + 0.10270404815673828, + 0.32505905628204346, + 0.01890074647963047, + 0.052887339144945145, + 0.12002211064100266, + 0.06085337698459625 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.015016725286841393 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330542728304863 + ], + "opposite_logprob_tokens": [ + -3.7733054161071777 + ], + "logprob_reward": -0.02330542728304863, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330542728304863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16658596694469452, + 0.07546866685152054, + 0.12453661113977432, + 0.10351936519145966, + 0.18055272102355957, + 0.09229537099599838, + 0.028823405504226685, + 0.17210295796394348, + 0.02328166365623474, + 0.032833293080329895 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.02330542728304863 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803010150790215 + ], + "opposite_logprob_tokens": [ + -4.63480281829834 + ], + "logprob_reward": -0.009803010150790215, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803010150790215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08687153458595276, + 0.18577128648757935, + 0.09291604906320572, + 0.06867903470993042, + 0.11774124950170517, + 0.10141229629516602, + 0.037196192890405655, + 0.1246776282787323, + 0.08961378782987595, + 0.09512089937925339 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.009803010150790215 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639951538294554 + ], + "opposite_logprob_tokens": [ + -4.8826398849487305 + ], + "logprob_reward": -0.007639951538294554, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639951538294554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09128706157207489, + 0.06815362721681595, + 0.05433383956551552, + 0.06821157783269882, + 0.048396941274404526, + 0.18770264089107513, + 0.043409306555986404, + 0.19227464497089386, + 0.2069936841726303, + 0.039236702024936676 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.007639951538294554 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029695183038712 + ], + "opposite_logprob_tokens": [ + -2.350296974182129 + ], + "logprob_reward": -0.10029695183038712, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029695183038712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25819551944732666, + 0.20039410889148712, + 0.06841833889484406, + 0.04349886626005173, + 0.059486597776412964, + 0.09796936064958572, + 0.052443504333496094, + 0.10031063109636307, + 0.06221167370676994, + 0.057071395218372345 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.10029695183038712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.", + "seed": 26992, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_8/index_5219_seed_26992_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03776554930955171, + "vlm_logprob": -0.03776554930955171, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03776554930955171, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011518169194459915 + ], + "opposite_logprob_tokens": [ + -4.5115180015563965 + ], + "logprob_reward": -0.011518169194459915, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011518169194459915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07437047362327576, + 0.14704349637031555, + 0.06519203633069992, + 0.054079510271549225, + 0.07346290349960327, + 0.04937831312417984, + 0.10159420222043991, + 0.09361144155263901, + 0.30023428797721863, + 0.04103323817253113 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.011518169194459915 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303214460611343 + ], + "opposite_logprob_tokens": [ + -3.773303270339966 + ], + "logprob_reward": -0.023303214460611343, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303214460611343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1025259867310524, + 0.2824471890926361, + 0.16307364404201508, + 0.041708070784807205, + 0.12320045381784439, + 0.06359902769327164, + 0.08209153264760971, + 0.06940195709466934, + 0.038159795105457306, + 0.03379243612289429 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.023303214460611343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005268499255180359 + ], + "opposite_logprob_tokens": [ + -5.255268573760986 + ], + "logprob_reward": -0.005268499255180359, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005268499255180359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11554891616106033, + 0.04617638140916824, + 0.050253015011548996, + 0.03793181851506233, + 0.033157143741846085, + 0.022972367703914642, + 0.13870814442634583, + 0.1479385495185852, + 0.31255242228507996, + 0.09476123005151749 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.005268499255180359 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956635810434818 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956635810434818, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956635810434818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0697614923119545, + 0.02134157530963421, + 0.017661500722169876, + 0.030127257108688354, + 0.0636361613869667, + 0.03166946768760681, + 0.09991180151700974, + 0.1416698396205902, + 0.48027050495147705, + 0.04395042732357979 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.005956635810434818 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278122782707214 + ], + "opposite_logprob_tokens": [ + -2.0177812576293945 + ], + "logprob_reward": -0.14278122782707214, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278122782707214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08827410638332367, + 0.039062730967998505, + 0.02640145644545555, + 0.03583631291985512, + 0.04451364278793335, + 0.026787810027599335, + 0.13137565553188324, + 0.1504342406988144, + 0.3053276240825653, + 0.15198639035224915 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.14278122782707214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.", + "seed": 26993, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_8/index_5219_seed_26993_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031982865929603574, + "vlm_logprob": -0.031982865929603574, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.031982865929603574, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010423270054161549 + ], + "opposite_logprob_tokens": [ + -4.635423183441162 + ], + "logprob_reward": -0.010423270054161549, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010423270054161549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11797028034925461, + 0.13663393259048462, + 0.03329191356897354, + 0.02247035503387451, + 0.03798278793692589, + 0.06530990451574326, + 0.07429486513137817, + 0.1649634838104248, + 0.08951417356729507, + 0.25756826996803284 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.010423270054161549 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811566159129143 + ], + "opposite_logprob_tokens": [ + -3.2881157398223877 + ], + "logprob_reward": -0.03811566159129143, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811566159129143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2332359105348587, + 0.17771944403648376, + 0.046524304896593094, + 0.02162148430943489, + 0.01854618638753891, + 0.08486606925725937, + 0.05007072910666466, + 0.15376144647598267, + 0.07404786348342896, + 0.1396065652370453 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03811566159129143 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125653725117445 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.0125653725117445, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125653725117445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05065877363085747, + 0.04068009555339813, + 0.02686338685452938, + 0.05541684105992317, + 0.03464808687567711, + 0.265633225440979, + 0.09263262897729874, + 0.1135377585887909, + 0.14270955324172974, + 0.1772196888923645 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.0125653725117445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979368481785059 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.00979368481785059, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979368481785059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08552218973636627, + 0.051617830991744995, + 0.02069316990673542, + 0.024346796795725822, + 0.015966521576046944, + 0.21971110999584198, + 0.1675807386636734, + 0.1756550818681717, + 0.05012449622154236, + 0.18878212571144104 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.00979368481785059 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901634067296982 + ], + "opposite_logprob_tokens": [ + -2.4640164375305176 + ], + "logprob_reward": -0.08901634067296982, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901634067296982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15049338340759277, + 0.06749289482831955, + 0.03489949554204941, + 0.04531918838620186, + 0.0282813161611557, + 0.08646399527788162, + 0.053214576095342636, + 0.2860139012336731, + 0.07296513020992279, + 0.17485608160495758 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.08901634067296982 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.", + "seed": 26994, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_8/index_5219_seed_26994_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.036119898036122325, + "vlm_logprob": -0.036119898036122325, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.036119898036122325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021161489188671112 + ], + "opposite_logprob_tokens": [ + -3.8961615562438965 + ], + "logprob_reward": -0.021161489188671112, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021161489188671112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1944597363471985, + 0.07780925929546356, + 0.07542169094085693, + 0.03648979961872101, + 0.047714605927467346, + 0.10199892520904541, + 0.2023564726114273, + 0.05484452471137047, + 0.043799977749586105, + 0.16510500013828278 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.021161489188671112 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981891855597496 + ], + "opposite_logprob_tokens": [ + -3.5298190116882324 + ], + "logprob_reward": -0.02981891855597496, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981891855597496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16045428812503815, + 0.07482120394706726, + 0.17207598686218262, + 0.03854729235172272, + 0.03916195407509804, + 0.06477601826190948, + 0.10576082766056061, + 0.03735977038741112, + 0.09541851282119751, + 0.21162404119968414 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.02981891855597496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011102564632892609 + ], + "opposite_logprob_tokens": [ + -4.511102676391602 + ], + "logprob_reward": -0.011102564632892609, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011102564632892609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09073544293642044, + 0.03802633285522461, + 0.02403838187456131, + 0.02127448096871376, + 0.029438935220241547, + 0.0635375902056694, + 0.40029406547546387, + 0.11406491696834564, + 0.18696346879005432, + 0.031626325100660324 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.011102564632892609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821083389222622 + ], + "opposite_logprob_tokens": [ + -4.0182108879089355 + ], + "logprob_reward": -0.01821083389222622, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821083389222622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06197786331176758, + 0.028016136959195137, + 0.02354736626148224, + 0.016316626220941544, + 0.03126583248376846, + 0.050957318395376205, + 0.5166864991188049, + 0.12989315390586853, + 0.1064520850777626, + 0.03488713502883911 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.01821083389222622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a strangely spherical, speckled green frog with a plump, overinflated body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog's skin a shimmering patchwork of forest green and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog sitting motionless on a bed of vibrant, spongy moss dotted with tiny water droplets before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog suddenly explode into comical antics, launching its entire body off the ground as a green projectile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030568391084671 + ], + "opposite_logprob_tokens": [ + -2.3503057956695557 + ], + "logprob_reward": -0.10030568391084671, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030568391084671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0867576077580452, + 0.040884315967559814, + 0.03927963972091675, + 0.02051827684044838, + 0.060339272022247314, + 0.09479963034391403, + 0.13374608755111694, + 0.20049753785133362, + 0.14924582839012146, + 0.17393182218074799 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.10030568391084671 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_9/index_tensor([9155, 9155])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_9/index_tensor([9155, 9155])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b1eab2d4dc26dad2d0b89d2a79cadb1ad16ab38d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_9/index_tensor([9155, 9155])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dizzying high-angle shot, tilting slowly and steadily upward, follows a massive, multi-story curtain wall unit as it inexorably ascends the sheer face of a futuristic skyscraper. The unit's frame, composed of a seamless, liquid-like piece of chrome, gleams in the bright sunlight, while its immaculate expanse of glass panels acts like a perfect mirror, reflecting the soft, white cumulus clouds drifting across the brilliant blue sky. It is suspended by a masterpiece of biomechanical design, embodying Hajime Sorayama's signature aesthetic; its articulated arms and pulleys are not industrial, but composed of polished, surreal metal with sensual, flowing curves that move with silent, uncanny grace. The skyscraper's facade, a similar cascade of polished metal and glass, recedes into a dizzying descent below, heightening the sense of immense scale. The entire scene is bathed in the crisp light of the upper atmosphere, creating sharp, mirrored highlights on every metal surface and casting deep, clean shadows. The smooth, powerful, and silent upward thrust of the massive panels creates a breathtaking atmosphere of technological sublimity, tinged with a profound sense of vertigo.", + "seed": 29521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_9/index_9155_seed_29521_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01613878635689616, + "vlm_logprob": -0.01613878635689616, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.01613878635689616, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029982050880789757 + ], + "opposite_logprob_tokens": [ + -3.779982089996338 + ], + "logprob_reward": -0.029982050880789757, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.029982050880789757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07115425914525986, + 0.15025992691516876, + 0.1457645744085312, + 0.10777116566896439, + 0.19659820199012756, + 0.034185007214546204, + 0.04519949480891228, + 0.10373491048812866, + 0.03482764959335327, + 0.11050481349229813 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.029982050880789757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653759025037289 + ], + "opposite_logprob_tokens": [ + -4.75865364074707 + ], + "logprob_reward": -0.008653759025037289, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653759025037289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16539128124713898, + 0.25103116035461426, + 0.0687694400548935, + 0.03892385959625244, + 0.20989197492599487, + 0.03459645062685013, + 0.09025461971759796, + 0.04976034164428711, + 0.04387760907411575, + 0.04750332981348038 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.008653759025037289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029796123504638672 + ], + "opposite_logprob_tokens": [ + -3.5297961235046387 + ], + "logprob_reward": -0.029796123504638672, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029796123504638672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08682167530059814, + 0.07583688944578171, + 0.11067527532577515, + 0.06088969483971596, + 0.16546675562858582, + 0.05291270837187767, + 0.07638274878263474, + 0.2100462168455124, + 0.06508547812700272, + 0.09588261693716049 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.029796123504638672 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14846277236938477, + 0.12951651215553284, + 0.16528715193271637, + 0.16977913677692413, + 0.21303150057792664, + 0.020644661039114, + 0.031594112515449524, + 0.028239566832780838, + 0.03819757699966431, + 0.05524705350399017 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633167292922735 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004633167292922735, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633167292922735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12960654497146606, + 0.05488520488142967, + 0.05881703272461891, + 0.10860038548707962, + 0.0918448194861412, + 0.04775290563702583, + 0.08431728184223175, + 0.28913581371307373, + 0.05524738132953644, + 0.0797925740480423 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.004633167292922735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dizzying high-angle shot, tilting slowly and steadily upward, follows a massive, multi-story curtain wall unit as it inexorably ascends the sheer face of a futuristic skyscraper. The unit's frame, composed of a seamless, liquid-like piece of chrome, gleams in the bright sunlight, while its immaculate expanse of glass panels acts like a perfect mirror, reflecting the soft, white cumulus clouds drifting across the brilliant blue sky. It is suspended by a masterpiece of biomechanical design, embodying Hajime Sorayama's signature aesthetic; its articulated arms and pulleys are not industrial, but composed of polished, surreal metal with sensual, flowing curves that move with silent, uncanny grace. The skyscraper's facade, a similar cascade of polished metal and glass, recedes into a dizzying descent below, heightening the sense of immense scale. The entire scene is bathed in the crisp light of the upper atmosphere, creating sharp, mirrored highlights on every metal surface and casting deep, clean shadows. The smooth, powerful, and silent upward thrust of the massive panels creates a breathtaking atmosphere of technological sublimity, tinged with a profound sense of vertigo.", + "seed": 29522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_9/index_9155_seed_29522_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05453281686641276, + "vlm_logprob": -0.05453281686641276, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.05453281686641276, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23313961923122406 + ], + "opposite_logprob_tokens": [ + -1.6081396341323853 + ], + "logprob_reward": -0.23313961923122406, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23313961923122406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06999687850475311, + 0.052671127021312714, + 0.04921875521540642, + 0.14415305852890015, + 0.07736654579639435, + 0.10891807079315186, + 0.2851432263851166, + 0.064426489174366, + 0.09437262266874313, + 0.05373320356011391 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.23313961923122406 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602861419320107 + ], + "opposite_logprob_tokens": [ + -3.8956029415130615 + ], + "logprob_reward": -0.020602861419320107, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602861419320107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08809420466423035, + 0.03641725704073906, + 0.02406715415418148, + 0.12537506222724915, + 0.019992681220173836, + 0.06891556084156036, + 0.09794298559427261, + 0.23718638718128204, + 0.23119133710861206, + 0.07081735134124756 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.020602861419320107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978341419249773 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.00978341419249773, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978341419249773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0755627378821373, + 0.03873184323310852, + 0.06354258209466934, + 0.0598602369427681, + 0.08895818889141083, + 0.21974851191043854, + 0.10548541694879532, + 0.1295168697834015, + 0.07205668836832047, + 0.1465369164943695 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.00978341419249773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031947072129696608 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031947072129696608, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031947072129696608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1334781050682068, + 0.06947872787714005, + 0.025858888402581215, + 0.23325973749160767, + 0.16463057696819305, + 0.04182927682995796, + 0.10386613011360168, + 0.09156405925750732, + 0.055671289563179016, + 0.08036324381828308 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0031947072129696608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059434822760522366 + ], + "opposite_logprob_tokens": [ + -5.130943298339844 + ], + "logprob_reward": -0.0059434822760522366, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059434822760522366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07065723836421967, + 0.03950396925210953, + 0.03803187236189842, + 0.054885197430849075, + 0.0807468369603157, + 0.24581538140773773, + 0.06539188325405121, + 0.13022835552692413, + 0.17890796065330505, + 0.09583131968975067 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.0059434822760522366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dizzying high-angle shot, tilting slowly and steadily upward, follows a massive, multi-story curtain wall unit as it inexorably ascends the sheer face of a futuristic skyscraper. The unit's frame, composed of a seamless, liquid-like piece of chrome, gleams in the bright sunlight, while its immaculate expanse of glass panels acts like a perfect mirror, reflecting the soft, white cumulus clouds drifting across the brilliant blue sky. It is suspended by a masterpiece of biomechanical design, embodying Hajime Sorayama's signature aesthetic; its articulated arms and pulleys are not industrial, but composed of polished, surreal metal with sensual, flowing curves that move with silent, uncanny grace. The skyscraper's facade, a similar cascade of polished metal and glass, recedes into a dizzying descent below, heightening the sense of immense scale. The entire scene is bathed in the crisp light of the upper atmosphere, creating sharp, mirrored highlights on every metal surface and casting deep, clean shadows. The smooth, powerful, and silent upward thrust of the massive panels creates a breathtaking atmosphere of technological sublimity, tinged with a profound sense of vertigo.", + "seed": 29523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_9/index_9155_seed_29523_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01473585208877921, + "vlm_logprob": -0.01473585208877921, + "vlm_yes_no_margin": 4.674999952316284, + "vlm_token_credit": -0.01473585208877921, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03499162197113037 + ], + "opposite_logprob_tokens": [ + -3.53499174118042 + ], + "logprob_reward": -0.03499162197113037, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03499162197113037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10168163478374481, + 0.07752376794815063, + 0.1280476152896881, + 0.18597224354743958, + 0.1708882749080658, + 0.11902768164873123, + 0.061088841408491135, + 0.07437651604413986, + 0.04353288933634758, + 0.037860509008169174 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.03499162197113037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211989007890224 + ], + "opposite_logprob_tokens": [ + -4.264212131500244 + ], + "logprob_reward": -0.014211989007890224, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211989007890224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30969488620758057, + 0.12279770523309708, + 0.0553479939699173, + 0.041484154760837555, + 0.02952062152326107, + 0.23104791343212128, + 0.04395908862352371, + 0.03143402189016342, + 0.10079485923051834, + 0.03391871228814125 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.014211989007890224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187187612056732 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.018187187612056732, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018187187612056732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05303560569882393, + 0.16178026795387268, + 0.02931332029402256, + 0.07218188047409058, + 0.17531554400920868, + 0.16055075824260712, + 0.10160348564386368, + 0.11598202586174011, + 0.09788832068443298, + 0.03234879672527313 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.018187187612056732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021977098658680916 + ], + "opposite_logprob_tokens": [ + -6.127197742462158 + ], + "logprob_reward": -0.0021977098658680916, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021977098658680916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2662627100944519, + 0.09059073776006699, + 0.08966435492038727, + 0.055982090532779694, + 0.18742918968200684, + 0.03841826692223549, + 0.09994352608919144, + 0.07040537148714066, + 0.08184061199426651, + 0.01946312002837658 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0021977098658680916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090751986950636 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.004090751986950636, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090751986950636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3143293559551239, + 0.0290507934987545, + 0.03320088982582092, + 0.0278171394020319, + 0.07235832512378693, + 0.09869793802499771, + 0.06714769452810287, + 0.06004832312464714, + 0.16748622059822083, + 0.12986336648464203 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.004090751986950636 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dizzying high-angle shot, tilting slowly and steadily upward, follows a massive, multi-story curtain wall unit as it inexorably ascends the sheer face of a futuristic skyscraper. The unit's frame, composed of a seamless, liquid-like piece of chrome, gleams in the bright sunlight, while its immaculate expanse of glass panels acts like a perfect mirror, reflecting the soft, white cumulus clouds drifting across the brilliant blue sky. It is suspended by a masterpiece of biomechanical design, embodying Hajime Sorayama's signature aesthetic; its articulated arms and pulleys are not industrial, but composed of polished, surreal metal with sensual, flowing curves that move with silent, uncanny grace. The skyscraper's facade, a similar cascade of polished metal and glass, recedes into a dizzying descent below, heightening the sense of immense scale. The entire scene is bathed in the crisp light of the upper atmosphere, creating sharp, mirrored highlights on every metal surface and casting deep, clean shadows. The smooth, powerful, and silent upward thrust of the massive panels creates a breathtaking atmosphere of technological sublimity, tinged with a profound sense of vertigo.", + "seed": 29524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000013/group_9/index_9155_seed_29524_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025411590887233614, + "vlm_logprob": -0.025411590887233614, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.025411590887233614, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08350376039743423 + ], + "opposite_logprob_tokens": [ + -2.5835037231445312 + ], + "logprob_reward": -0.08350376039743423, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08350376039743423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08345939964056015, + 0.038772016763687134, + 0.03315265104174614, + 0.07733273506164551, + 0.13537029922008514, + 0.0956648588180542, + 0.03976410627365112, + 0.15074433386325836, + 0.243109330534935, + 0.10263033956289291 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.08350376039743423 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018210716545581818 + ], + "opposite_logprob_tokens": [ + -4.0182108879089355 + ], + "logprob_reward": -0.018210716545581818, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018210716545581818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17650628089904785, + 0.08303817361593246, + 0.05985172837972641, + 0.051953863352537155, + 0.14176322519779205, + 0.10385849326848984, + 0.08463630080223083, + 0.07192081958055496, + 0.15492209792137146, + 0.07154898345470428 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.018210716545581818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080164462327957 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080164462327957, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080164462327957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07943602651357651, + 0.015607179142534733, + 0.0208674855530262, + 0.02087208442389965, + 0.027472691610455513, + 0.025987546890974045, + 0.046183597296476364, + 0.012322473339736462, + 0.05463910102844238, + 0.6966118812561035 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.011080164462327957 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003194113029167056 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.003194113029167056, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003194113029167056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18108469247817993, + 0.05075440555810928, + 0.056318677961826324, + 0.044724758714437485, + 0.1158822774887085, + 0.1307302862405777, + 0.07916617393493652, + 0.042692698538303375, + 0.07312176376581192, + 0.22552427649497986 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.003194113029167056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, multi-story curtain wall unit ascending the face of a futuristic skyscraper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unit's frame made of seamless, liquid-like chrome that gleams in bright sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the unit's glass panels acting as perfect mirrors reflecting soft white cumulus clouds in a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the unit suspended by articulated arms and pulleys with polished, surreal metal featuring sensual, flowing curves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069200001657009 + ], + "opposite_logprob_tokens": [ + -4.511069297790527 + ], + "logprob_reward": -0.011069200001657009, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069200001657009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09969775378704071, + 0.057398710399866104, + 0.033655792474746704, + 0.039736028760671616, + 0.046288855373859406, + 0.04355577379465103, + 0.05383630469441414, + 0.07384538650512695, + 0.2330012321472168, + 0.3189842104911804 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.011069200001657009 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_0/index_tensor([657, 657])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_0/index_tensor([657, 657])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9309978d0e3cebd098cbc040a09d621a71b72779 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_0/index_tensor([657, 657])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "macro close-up, maintained at a steady, eye-level perspective, captures the delightful antics of two small, downy birds perched on a slender, mossy branch, silhouetted against a soft, blurred backdrop of green leaves. Their furry bodies, a mix of soft grays, whites, and blacks, swell with volume, and their beady black eyes sparkle with playful energy. The branch they occupy is thin, its bark rough, and their tiny, sharp claws tenaciously cling to the bark for balance. The two birds engage in a swift and energetic mock-fight. One bird lunges forward, delivering a gentle peck, while the other quickly flaps its wings to evade, its wings momentarily blurred. Leaping and chasing back and forth along the confined space of the branch, their rapid, swift movements create a tiny, chaotic mess as tiny, downy feathers are shed and drift slowly through the air. The entire scene is bathed in the soft, warm glow of early morning sunlight, creating delicate highlights in their feathers and enhancing the intimate, tranquil, and utterly captivating atmosphere of their playful bickering.", + "seed": 28953, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_0/index_657_seed_28953_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017874767375178634, + "vlm_logprob": -0.017874767375178634, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.017874767375178634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013231817865744233 + ], + "opposite_logprob_tokens": [ + -6.751323223114014 + ], + "logprob_reward": -0.0013231817865744233, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0013231817865744233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06652919948101044, + 0.03186167776584625, + 0.05059069022536278, + 0.0311454925686121, + 0.04923403263092041, + 0.008502352051436901, + 0.06535232812166214, + 0.10715211927890778, + 0.051071956753730774, + 0.5385600924491882 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.0013231817865744233 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329017035663128 + ], + "opposite_logprob_tokens": [ + -3.7732901573181152 + ], + "logprob_reward": -0.02329017035663128, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329017035663128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0721021220088005, + 0.020563265308737755, + 0.05200799182057381, + 0.0325428806245327, + 0.04200403019785881, + 0.01349834818392992, + 0.040115147829055786, + 0.03965524211525917, + 0.021043717861175537, + 0.6664672493934631 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.02329017035663128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029788371175527573 + ], + "opposite_logprob_tokens": [ + -3.5297882556915283 + ], + "logprob_reward": -0.029788371175527573, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029788371175527573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10401885211467743, + 0.08003454655408859, + 0.14391207695007324, + 0.06936297565698624, + 0.03268832340836525, + 0.040359970182180405, + 0.09859026968479156, + 0.11013321578502655, + 0.06806997954845428, + 0.25282981991767883 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.029788371175527573 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343291625380516 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343291625380516, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343291625380516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14165723323822021, + 0.0723491981625557, + 0.1308664232492447, + 0.06201108917593956, + 0.024184823036193848, + 0.019514428451657295, + 0.08847793191671371, + 0.1476789116859436, + 0.0733717530965805, + 0.2398882359266281 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.026343291625380516 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008628821931779385 + ], + "opposite_logprob_tokens": [ + -4.758628845214844 + ], + "logprob_reward": -0.008628821931779385, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008628821931779385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2524866759777069, + 0.07591000944375992, + 0.09907545894384384, + 0.10307135432958603, + 0.0611988827586174, + 0.03230825439095497, + 0.11234702169895172, + 0.050443656742572784, + 0.06833041459321976, + 0.14482830464839935 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.008628821931779385 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up, maintained at a steady, eye-level perspective, captures the delightful antics of two small, downy birds perched on a slender, mossy branch, silhouetted against a soft, blurred backdrop of green leaves. Their furry bodies, a mix of soft grays, whites, and blacks, swell with volume, and their beady black eyes sparkle with playful energy. The branch they occupy is thin, its bark rough, and their tiny, sharp claws tenaciously cling to the bark for balance. The two birds engage in a swift and energetic mock-fight. One bird lunges forward, delivering a gentle peck, while the other quickly flaps its wings to evade, its wings momentarily blurred. Leaping and chasing back and forth along the confined space of the branch, their rapid, swift movements create a tiny, chaotic mess as tiny, downy feathers are shed and drift slowly through the air. The entire scene is bathed in the soft, warm glow of early morning sunlight, creating delicate highlights in their feathers and enhancing the intimate, tranquil, and utterly captivating atmosphere of their playful bickering.", + "seed": 28954, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_0/index_657_seed_28954_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011814365815371274, + "vlm_logprob": -0.011814365815371274, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.011814365815371274, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002675883937627077 + ], + "opposite_logprob_tokens": [ + -6.002676010131836 + ], + "logprob_reward": -0.002675883937627077, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002675883937627077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11511106044054031, + 0.12729807198047638, + 0.05534706264734268, + 0.051576416939496994, + 0.042494289577007294, + 0.21417966485023499, + 0.11100887507200241, + 0.11606282740831375, + 0.09571840614080429, + 0.07120326161384583 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.002675883937627077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818987913429737 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818987913429737, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818987913429737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18195456266403198, + 0.07420019060373306, + 0.10780178010463715, + 0.04684460908174515, + 0.030751710757613182, + 0.1026129424571991, + 0.16724032163619995, + 0.17419710755348206, + 0.06682657450437546, + 0.047570131719112396 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.01818987913429737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072265915572643 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072265915572643, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072265915572643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07370723783969879, + 0.06651463359594345, + 0.08231157064437866, + 0.04013902321457863, + 0.04261888936161995, + 0.22018097341060638, + 0.14394232630729675, + 0.12957969307899475, + 0.1545872688293457, + 0.04641837999224663 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.011072265915572643 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606731116771698 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.01606731116771698, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606731116771698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16552138328552246, + 0.07155224680900574, + 0.12800008058547974, + 0.03371333330869675, + 0.0357961431145668, + 0.12630614638328552, + 0.1563350260257721, + 0.09882847219705582, + 0.09708471596240997, + 0.08686243742704391 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.01606731116771698 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066488921642303 + ], + "opposite_logprob_tokens": [ + -4.511066436767578 + ], + "logprob_reward": -0.011066488921642303, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066488921642303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1390453726053238, + 0.09469182044267654, + 0.11350306123495102, + 0.07016167789697647, + 0.04272427037358284, + 0.14359703660011292, + 0.1037258431315422, + 0.06842713057994843, + 0.1236116886138916, + 0.1005120500922203 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.011066488921642303 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up, maintained at a steady, eye-level perspective, captures the delightful antics of two small, downy birds perched on a slender, mossy branch, silhouetted against a soft, blurred backdrop of green leaves. Their furry bodies, a mix of soft grays, whites, and blacks, swell with volume, and their beady black eyes sparkle with playful energy. The branch they occupy is thin, its bark rough, and their tiny, sharp claws tenaciously cling to the bark for balance. The two birds engage in a swift and energetic mock-fight. One bird lunges forward, delivering a gentle peck, while the other quickly flaps its wings to evade, its wings momentarily blurred. Leaping and chasing back and forth along the confined space of the branch, their rapid, swift movements create a tiny, chaotic mess as tiny, downy feathers are shed and drift slowly through the air. The entire scene is bathed in the soft, warm glow of early morning sunlight, creating delicate highlights in their feathers and enhancing the intimate, tranquil, and utterly captivating atmosphere of their playful bickering.", + "seed": 28955, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_0/index_657_seed_28955_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012596968561410904, + "vlm_logprob": -0.012596968561410904, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.012596968561410904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00787250604480505 + ], + "opposite_logprob_tokens": [ + -4.882872581481934 + ], + "logprob_reward": -0.00787250604480505, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00787250604480505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25490909814834595, + 0.22797256708145142, + 0.04285978898406029, + 0.054603517055511475, + 0.11361517012119293, + 0.027976706624031067, + 0.1782926321029663, + 0.025622794404625893, + 0.03066350892186165, + 0.04348423704504967 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.00787250604480505 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544771656394005 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544771656394005, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544771656394005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20748397707939148, + 0.1379755139350891, + 0.08662529289722443, + 0.04340982437133789, + 0.20282357931137085, + 0.08259982615709305, + 0.15397921204566956, + 0.03415343537926674, + 0.018922261893749237, + 0.03202714025974274 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.012544771656394005 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189893379807472 + ], + "opposite_logprob_tokens": [ + -4.264189720153809 + ], + "logprob_reward": -0.014189893379807472, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189893379807472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06982990354299545, + 0.07916931807994843, + 0.04598536714911461, + 0.1282261162996292, + 0.08568129688501358, + 0.06228472292423248, + 0.20020410418510437, + 0.15861649811267853, + 0.11542151123285294, + 0.05458122491836548 + ], + "top_frames": [ + 6, + 7, + 3 + ], + "selected_reward": -0.014189893379807472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419494766741991 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.01419494766741991, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419494766741991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15348035097122192, + 0.07057559490203857, + 0.06495493650436401, + 0.11695791035890579, + 0.08402206003665924, + 0.09263920038938522, + 0.1970817744731903, + 0.08732495456933975, + 0.06556202471256256, + 0.06740114837884903 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.01419494766741991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014182724058628082 + ], + "opposite_logprob_tokens": [ + -4.2641825675964355 + ], + "logprob_reward": -0.014182724058628082, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014182724058628082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17625115811824799, + 0.0658026710152626, + 0.04104309529066086, + 0.04740477725863457, + 0.09487716853618622, + 0.14037322998046875, + 0.19287151098251343, + 0.06285298615694046, + 0.10226788371801376, + 0.07625551521778107 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.014182724058628082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up, maintained at a steady, eye-level perspective, captures the delightful antics of two small, downy birds perched on a slender, mossy branch, silhouetted against a soft, blurred backdrop of green leaves. Their furry bodies, a mix of soft grays, whites, and blacks, swell with volume, and their beady black eyes sparkle with playful energy. The branch they occupy is thin, its bark rough, and their tiny, sharp claws tenaciously cling to the bark for balance. The two birds engage in a swift and energetic mock-fight. One bird lunges forward, delivering a gentle peck, while the other quickly flaps its wings to evade, its wings momentarily blurred. Leaping and chasing back and forth along the confined space of the branch, their rapid, swift movements create a tiny, chaotic mess as tiny, downy feathers are shed and drift slowly through the air. The entire scene is bathed in the soft, warm glow of early morning sunlight, creating delicate highlights in their feathers and enhancing the intimate, tranquil, and utterly captivating atmosphere of their playful bickering.", + "seed": 28956, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_0/index_657_seed_28956_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02164217531681061, + "vlm_logprob": -0.02164217531681061, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.02164217531681061, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003360341303050518 + ], + "opposite_logprob_tokens": [ + -5.753360271453857 + ], + "logprob_reward": -0.003360341303050518, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003360341303050518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15419957041740417, + 0.11374928802251816, + 0.083858922123909, + 0.026844089850783348, + 0.042155876755714417, + 0.11976984143257141, + 0.0186690092086792, + 0.2850176692008972, + 0.05068245902657509, + 0.10505328327417374 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.003360341303050518 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370213508605957 + ], + "opposite_logprob_tokens": [ + -3.4087021350860596 + ], + "logprob_reward": -0.03370213508605957, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370213508605957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17512911558151245, + 0.0928909182548523, + 0.07236714661121368, + 0.032946351915597916, + 0.03278018534183502, + 0.1638316661119461, + 0.02773348055779934, + 0.2510089576244354, + 0.08206096291542053, + 0.06925120204687119 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.03370213508605957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808766230940819 + ], + "opposite_logprob_tokens": [ + -3.2880876064300537 + ], + "logprob_reward": -0.03808766230940819, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808766230940819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0633084699511528, + 0.10540220141410828, + 0.16453340649604797, + 0.069205641746521, + 0.048301998525857925, + 0.14190241694450378, + 0.0720602497458458, + 0.202896848320961, + 0.05692949518561363, + 0.0754593089222908 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.03808766230940819 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288656026124954 + ], + "opposite_logprob_tokens": [ + -3.7732887268066406 + ], + "logprob_reward": -0.023288656026124954, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288656026124954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11154334992170334, + 0.22831493616104126, + 0.1254943460226059, + 0.04292619600892067, + 0.04307452589273453, + 0.14064374566078186, + 0.08150111138820648, + 0.13890719413757324, + 0.04757703095674515, + 0.04001759737730026 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.023288656026124954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, downy birds visible perched on a slender, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the birds have furry bodies with a mix of soft grays, whites, and blacks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the birds engaged in a swift mock-fight involving lunging, pecking, and wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny downy feathers visible shedding and drifting through the air during the interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a macro close-up at a steady, eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009772081859409809 + ], + "opposite_logprob_tokens": [ + -4.634772300720215 + ], + "logprob_reward": -0.009772081859409809, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009772081859409809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12396581470966339, + 0.07867490500211716, + 0.04723872244358063, + 0.04088965803384781, + 0.03195894882082939, + 0.05994698032736778, + 0.04895162209868431, + 0.4315621852874756, + 0.05974523723125458, + 0.07706595212221146 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.009772081859409809 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_1/index_tensor([5421, 5421])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_1/index_tensor([5421, 5421])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..19a672bfd4480d8e0e43065ed7797fe0bcbecdf6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_1/index_tensor([5421, 5421])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, steady macro zoom pushes past the spiral shell of a garden snail, resolving the intricate, shimmering texture of its muscular foot as it clings to the damp, highly reflective surface of a broad, dark green leaf. The camera moves so closely that it reveals the foot itself to be a landscape painting: a pale, translucent beige flesh rippling with a mesmerizing series of slow, undulating, peristaltic waves that propel it forward. Its surface is covered in a thin, iridescent film of mucus that catches the soft, diffuse light after rain, creating a liquid, shimmering sheen. The leaf, smooth from moisture, resembles a polished black mirror, its surface dotted with perfectly spherical water droplets that reflect the minute distortions of the overcast sky. The extreme close-up and shallow depth of field blur the background into a deep green, focusing all attention on the methodical, deliberate movement and the interplay of light on the damp, intricate textures, creating a tranquil, almost hypnotic atmosphere of microscopic wonder.", + "seed": 15588, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_1/index_5421_seed_15588_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07115778401494026, + "vlm_logprob": -0.07115778401494026, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.07115778401494026, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004678731318563223 + ], + "opposite_logprob_tokens": [ + -5.629678726196289 + ], + "logprob_reward": -0.004678731318563223, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004678731318563223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3069398105144501, + 0.06632944941520691, + 0.07871682941913605, + 0.05807262659072876, + 0.0617159865796566, + 0.12510664761066437, + 0.058641958981752396, + 0.03515296056866646, + 0.0918315127491951, + 0.11749228835105896 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.004678731318563223 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298239231109619 + ], + "opposite_logprob_tokens": [ + -2.2379822731018066 + ], + "logprob_reward": -0.11298239231109619, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298239231109619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11073373258113861, + 0.20924261212348938, + 0.11624541133642197, + 0.028576534241437912, + 0.017886819317936897, + 0.21772554516792297, + 0.06976991891860962, + 0.07203100621700287, + 0.0366869792342186, + 0.12110141664743423 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.11298239231109619 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00675205560401082 + ], + "opposite_logprob_tokens": [ + -5.006752014160156 + ], + "logprob_reward": -0.00675205560401082, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00675205560401082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10585665702819824, + 0.0525277815759182, + 0.10510023683309555, + 0.06548913568258286, + 0.05112774670124054, + 0.14397810399532318, + 0.09967885166406631, + 0.19150175154209137, + 0.05849790573120117, + 0.12624183297157288 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.00675205560401082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157822966575623 + ], + "opposite_logprob_tokens": [ + -1.7015782594680786 + ], + "logprob_reward": -0.20157822966575623, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157822966575623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12429626286029816, + 0.048766523599624634, + 0.15338115394115448, + 0.040653079748153687, + 0.013501293025910854, + 0.14647042751312256, + 0.12584121525287628, + 0.19148829579353333, + 0.019360031932592392, + 0.13624165952205658 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.20157822966575623 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979751117527485 + ], + "opposite_logprob_tokens": [ + -3.5297975540161133 + ], + "logprob_reward": -0.02979751117527485, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979751117527485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12144127488136292, + 0.07381273061037064, + 0.09580127149820328, + 0.08716347813606262, + 0.03822707384824753, + 0.1592525988817215, + 0.10591500997543335, + 0.17164576053619385, + 0.028620252385735512, + 0.11812057346105576 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.02979751117527485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, steady macro zoom pushes past the spiral shell of a garden snail, resolving the intricate, shimmering texture of its muscular foot as it clings to the damp, highly reflective surface of a broad, dark green leaf. The camera moves so closely that it reveals the foot itself to be a landscape painting: a pale, translucent beige flesh rippling with a mesmerizing series of slow, undulating, peristaltic waves that propel it forward. Its surface is covered in a thin, iridescent film of mucus that catches the soft, diffuse light after rain, creating a liquid, shimmering sheen. The leaf, smooth from moisture, resembles a polished black mirror, its surface dotted with perfectly spherical water droplets that reflect the minute distortions of the overcast sky. The extreme close-up and shallow depth of field blur the background into a deep green, focusing all attention on the methodical, deliberate movement and the interplay of light on the damp, intricate textures, creating a tranquil, almost hypnotic atmosphere of microscopic wonder.", + "seed": 15589, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_1/index_5421_seed_15589_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06399093437939882, + "vlm_logprob": -0.06399093437939882, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.06399093437939882, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008574455976486206 + ], + "opposite_logprob_tokens": [ + -4.883574485778809 + ], + "logprob_reward": -0.008574455976486206, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008574455976486206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1375112235546112, + 0.13558894395828247, + 0.19446423649787903, + 0.10601914674043655, + 0.06343165040016174, + 0.06604571640491486, + 0.09423638880252838, + 0.07424171268939972, + 0.039270829409360886, + 0.08919019252061844 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.008574455976486206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907817304134369 + ], + "opposite_logprob_tokens": [ + -2.464078187942505 + ], + "logprob_reward": -0.08907817304134369, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907817304134369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20906499028205872, + 0.10947702080011368, + 0.1312122493982315, + 0.08427555114030838, + 0.2096792310476303, + 0.06871714442968369, + 0.029860472306609154, + 0.0331900417804718, + 0.029627159237861633, + 0.09489616751670837 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.08907817304134369 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004648949019610882 + ], + "opposite_logprob_tokens": [ + -5.3796491622924805 + ], + "logprob_reward": -0.004648949019610882, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004648949019610882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12322814017534256, + 0.03965814784169197, + 0.32828110456466675, + 0.09044959396123886, + 0.15082722902297974, + 0.03269427642226219, + 0.046038899570703506, + 0.059940338134765625, + 0.08194556087255478, + 0.04693666100502014 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.004648949019610882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158378779888153 + ], + "opposite_logprob_tokens": [ + -1.701583743095398 + ], + "logprob_reward": -0.20158378779888153, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158378779888153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2540035545825958, + 0.1120762899518013, + 0.08877065777778625, + 0.13682399690151215, + 0.1370101124048233, + 0.08801097422838211, + 0.05038224160671234, + 0.049497101455926895, + 0.03733013570308685, + 0.04609498381614685 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.20158378779888153 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069306060671806 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069306060671806, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069306060671806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18824753165245056, + 0.03434225171804428, + 0.1321275234222412, + 0.162251815199852, + 0.1180582270026207, + 0.0478251650929451, + 0.03515856713056564, + 0.07951487600803375, + 0.18062396347522736, + 0.021850068122148514 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.016069306060671806 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, steady macro zoom pushes past the spiral shell of a garden snail, resolving the intricate, shimmering texture of its muscular foot as it clings to the damp, highly reflective surface of a broad, dark green leaf. The camera moves so closely that it reveals the foot itself to be a landscape painting: a pale, translucent beige flesh rippling with a mesmerizing series of slow, undulating, peristaltic waves that propel it forward. Its surface is covered in a thin, iridescent film of mucus that catches the soft, diffuse light after rain, creating a liquid, shimmering sheen. The leaf, smooth from moisture, resembles a polished black mirror, its surface dotted with perfectly spherical water droplets that reflect the minute distortions of the overcast sky. The extreme close-up and shallow depth of field blur the background into a deep green, focusing all attention on the methodical, deliberate movement and the interplay of light on the damp, intricate textures, creating a tranquil, almost hypnotic atmosphere of microscopic wonder.", + "seed": 15590, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_1/index_5421_seed_15590_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04721143301576376, + "vlm_logprob": -0.04721143301576376, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04721143301576376, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01389132346957922 + ], + "opposite_logprob_tokens": [ + -4.388891220092773 + ], + "logprob_reward": -0.01389132346957922, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01389132346957922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17952334880828857, + 0.09812670201063156, + 0.15793566405773163, + 0.1029459536075592, + 0.06219213455915451, + 0.0354023352265358, + 0.09105732291936874, + 0.07042333483695984, + 0.1293601542711258, + 0.07303301244974136 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.01389132346957922 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907032757997513 + ], + "opposite_logprob_tokens": [ + -2.4640703201293945 + ], + "logprob_reward": -0.08907032757997513, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907032757997513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36416372656822205, + 0.12541596591472626, + 0.06130551919341087, + 0.043253134936094284, + 0.06340981274843216, + 0.038578566163778305, + 0.08308568596839905, + 0.033794764429330826, + 0.12492227554321289, + 0.06207053363323212 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.08907032757997513 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059586502611637115 + ], + "opposite_logprob_tokens": [ + -5.130958557128906 + ], + "logprob_reward": -0.0059586502611637115, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059586502611637115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1518242210149765, + 0.09941745549440384, + 0.030680421739816666, + 0.05886512249708176, + 0.08169689774513245, + 0.13480617105960846, + 0.12753380835056305, + 0.1687166839838028, + 0.0921417847275734, + 0.054317425936460495 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0059586502611637115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904185891151428 + ], + "opposite_logprob_tokens": [ + -2.4640419483184814 + ], + "logprob_reward": -0.08904185891151428, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904185891151428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08162984997034073, + 0.16631881892681122, + 0.07603395730257034, + 0.030283311381936073, + 0.1740756779909134, + 0.026588192209601402, + 0.20140402019023895, + 0.03163674846291542, + 0.1795940399169922, + 0.03243538737297058 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.08904185891151428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095004856586456 + ], + "opposite_logprob_tokens": [ + -3.288094997406006 + ], + "logprob_reward": -0.038095004856586456, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095004856586456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0560605563223362, + 0.1079137921333313, + 0.09534776210784912, + 0.08715441823005676, + 0.08218644559383392, + 0.15520747005939484, + 0.08914697170257568, + 0.2245127111673355, + 0.051612354815006256, + 0.050857510417699814 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.038095004856586456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, steady macro zoom pushes past the spiral shell of a garden snail, resolving the intricate, shimmering texture of its muscular foot as it clings to the damp, highly reflective surface of a broad, dark green leaf. The camera moves so closely that it reveals the foot itself to be a landscape painting: a pale, translucent beige flesh rippling with a mesmerizing series of slow, undulating, peristaltic waves that propel it forward. Its surface is covered in a thin, iridescent film of mucus that catches the soft, diffuse light after rain, creating a liquid, shimmering sheen. The leaf, smooth from moisture, resembles a polished black mirror, its surface dotted with perfectly spherical water droplets that reflect the minute distortions of the overcast sky. The extreme close-up and shallow depth of field blur the background into a deep green, focusing all attention on the methodical, deliberate movement and the interplay of light on the damp, intricate textures, creating a tranquil, almost hypnotic atmosphere of microscopic wonder.", + "seed": 15591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_1/index_5421_seed_15591_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.26468600425869226, + "vlm_logprob": -0.26468600425869226, + "vlm_yes_no_margin": 1.8749999761581422, + "vlm_token_credit": -0.26468600425869226, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12870149314403534 + ], + "opposite_logprob_tokens": [ + -2.1287014484405518 + ], + "logprob_reward": -0.12870149314403534, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12870149314403534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15878430008888245, + 0.1634076088666916, + 0.09883268922567368, + 0.3546223044395447, + 0.07511433959007263, + 0.059632498770952225, + 0.01850082539021969, + 0.011517598293721676, + 0.024001609534025192, + 0.03558622673153877 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.12870149314403534 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3487083911895752 + ], + "opposite_logprob_tokens": [ + -1.2237083911895752 + ], + "logprob_reward": -0.3487083911895752, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3487083911895752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3123784065246582, + 0.12573768198490143, + 0.05586589500308037, + 0.1760718822479248, + 0.09457158297300339, + 0.09050694853067398, + 0.03715848922729492, + 0.01398724876344204, + 0.04493967816233635, + 0.04878222942352295 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.3487083911895752 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979935098439455 + ], + "opposite_logprob_tokens": [ + -4.634799480438232 + ], + "logprob_reward": -0.00979935098439455, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979935098439455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18347600102424622, + 0.08278844505548477, + 0.1005406379699707, + 0.0994369313120842, + 0.06771587580442429, + 0.10652381181716919, + 0.11399348080158234, + 0.13218484818935394, + 0.0633629783987999, + 0.04997694492340088 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.00979935098439455 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934015154838562 + ], + "opposite_logprob_tokens": [ + -0.6934015154838562 + ], + "logprob_reward": -0.6934015154838562, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934015154838562, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20187796652317047, + 0.16052837669849396, + 0.07316632568836212, + 0.12757612764835358, + 0.14354939758777618, + 0.046342022716999054, + 0.031844612210989, + 0.051332470029592514, + 0.11175310611724854, + 0.05202960595488548 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.6934015154838562 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a visible spiral shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail clinging to a broad, dark green leaf that appears smooth and highly reflective like a polished black mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's muscular foot visible with a pale, translucent beige color rippling with slow, undulating peristaltic waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are perfectly spherical water droplets visible on the leaf surface reflecting the overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a tight, steady macro zoom that pushes past the shell to resolve the snail's foot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281927049160004 + ], + "opposite_logprob_tokens": [ + -2.0178191661834717 + ], + "logprob_reward": -0.14281927049160004, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14281927049160004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11885599792003632, + 0.10841548442840576, + 0.08147811144590378, + 0.1201341524720192, + 0.05607111379504204, + 0.059106409549713135, + 0.056914251297712326, + 0.11571723967790604, + 0.21549957990646362, + 0.06780761480331421 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.14281927049160004 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_10/index_tensor([4790, 4790])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_10/index_tensor([4790, 4790])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d439fbe4ed106bfab5fe5814d3b65fcfcb804355 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_10/index_tensor([4790, 4790])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, full-body shot steadily tracks the bizarre spectacle of 'Gillian,' a fantastical winged creature, as it performs complex aerobatics against a chaotic sky, all rendered in the detailed art style of Hierus Bosch. The creature possesses a slender, elongated, pale humanoid form, its face fixed in an expression of unsettling calm. Attached to its back are massive, iridescent, insect-like wings, their membranes and veins similar to those of a beetle, but shimmering with the metallic green and purple of its carapace. Its movements are swift and precise, as it executes a tight barrel roll before suddenly stalling, its wings flapping frantically as it spirals, leaving a faint, shimmering golden-green light trail that traces its path like phosphorescent dust. The background is a chaotic scene, the sky crowded with other strange flying entities—fish with feathered wings, strange insect-mammal hybrids—as well as floating, surreal architecture composed of impossible, organic-looking towers. On these floating islands, intricate symbolic details and miniature dramas unfold as tiny figures perform mysterious rituals. The entire scene is illuminated by a clear, even light that renders every detail with hyper-real clarity, using the Dutch Master’s characteristic crisp lines and a vivid, earthy palette dominated by ochres, soft reds, and deep blues to create a profoundly surreal and meticulously unsettling atmosphere.", + "seed": 30647, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_10/index_4790_seed_30647_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027481985464692115, + "vlm_logprob": -0.027481985464692115, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.027481985464692115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012747352011501789 + ], + "opposite_logprob_tokens": [ + -4.387747287750244 + ], + "logprob_reward": -0.012747352011501789, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012747352011501789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2244894951581955, + 0.0950850248336792, + 0.05442211404442787, + 0.14185307919979095, + 0.07972630113363266, + 0.04272428900003433, + 0.047393135726451874, + 0.06786498427391052, + 0.06203664094209671, + 0.1844049096107483 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.012747352011501789 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370478376746178 + ], + "opposite_logprob_tokens": [ + -3.4087047576904297 + ], + "logprob_reward": -0.03370478376746178, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370478376746178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12614284455776215, + 0.0952708050608635, + 0.14340469241142273, + 0.05672941356897354, + 0.098197802901268, + 0.029990490525960922, + 0.13222549855709076, + 0.10310447961091995, + 0.09986874461174011, + 0.11506523191928864 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.03370478376746178 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033688418567180634 + ], + "opposite_logprob_tokens": [ + -3.4086883068084717 + ], + "logprob_reward": -0.033688418567180634, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033688418567180634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22686070203781128, + 0.08590229600667953, + 0.07101280242204666, + 0.047033365815877914, + 0.04681311920285225, + 0.05141202360391617, + 0.08022518455982208, + 0.09322372078895569, + 0.12106359750032425, + 0.17645320296287537 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.033688418567180634 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633785881102085 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633785881102085, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633785881102085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1386725902557373, + 0.11860950291156769, + 0.04955706745386124, + 0.03320712223649025, + 0.042082563042640686, + 0.011241710744798183, + 0.15950646996498108, + 0.13452023267745972, + 0.1693311333656311, + 0.1432715803384781 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.008633785881102085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048635587096214294 + ], + "opposite_logprob_tokens": [ + -3.048635482788086 + ], + "logprob_reward": -0.048635587096214294, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048635587096214294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07486385107040405, + 0.0320439375936985, + 0.059829309582710266, + 0.07574250549077988, + 0.03066462092101574, + 0.025698434561491013, + 0.04771869629621506, + 0.10523106902837753, + 0.08284986764192581, + 0.4653576910495758 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.048635587096214294 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, full-body shot steadily tracks the bizarre spectacle of 'Gillian,' a fantastical winged creature, as it performs complex aerobatics against a chaotic sky, all rendered in the detailed art style of Hierus Bosch. The creature possesses a slender, elongated, pale humanoid form, its face fixed in an expression of unsettling calm. Attached to its back are massive, iridescent, insect-like wings, their membranes and veins similar to those of a beetle, but shimmering with the metallic green and purple of its carapace. Its movements are swift and precise, as it executes a tight barrel roll before suddenly stalling, its wings flapping frantically as it spirals, leaving a faint, shimmering golden-green light trail that traces its path like phosphorescent dust. The background is a chaotic scene, the sky crowded with other strange flying entities—fish with feathered wings, strange insect-mammal hybrids—as well as floating, surreal architecture composed of impossible, organic-looking towers. On these floating islands, intricate symbolic details and miniature dramas unfold as tiny figures perform mysterious rituals. The entire scene is illuminated by a clear, even light that renders every detail with hyper-real clarity, using the Dutch Master’s characteristic crisp lines and a vivid, earthy palette dominated by ochres, soft reds, and deep blues to create a profoundly surreal and meticulously unsettling atmosphere.", + "seed": 30648, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_10/index_4790_seed_30648_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02343565095216036, + "vlm_logprob": -0.02343565095216036, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.02343565095216036, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012803375720977783 + ], + "opposite_logprob_tokens": [ + -4.387803554534912 + ], + "logprob_reward": -0.012803375720977783, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012803375720977783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.134127676486969, + 0.05608215555548668, + 0.0529756098985672, + 0.18984584510326385, + 0.1233716756105423, + 0.031501248478889465, + 0.2735673189163208, + 0.06756591796875, + 0.03393230587244034, + 0.037030208855867386 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.012803375720977783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356181129813194 + ], + "opposite_logprob_tokens": [ + -3.6513562202453613 + ], + "logprob_reward": -0.026356181129813194, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356181129813194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4298498332500458, + 0.046004559844732285, + 0.061845164746046066, + 0.07660270482301712, + 0.0532146580517292, + 0.03781161829829216, + 0.16975560784339905, + 0.0260937362909317, + 0.05344497039914131, + 0.04537707194685936 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.026356181129813194 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304627329111099 + ], + "opposite_logprob_tokens": [ + -3.168046236038208 + ], + "logprob_reward": -0.04304627329111099, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304627329111099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3886881470680237, + 0.026323720812797546, + 0.033574748784303665, + 0.062162887305021286, + 0.07482273131608963, + 0.02584880404174328, + 0.24943074584007263, + 0.04118591174483299, + 0.03237176686525345, + 0.06559048593044281 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.04304627329111099 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339229196310043 + ], + "opposite_logprob_tokens": [ + -3.651339292526245 + ], + "logprob_reward": -0.026339229196310043, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339229196310043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0708751231431961, + 0.12840323150157928, + 0.06484387814998627, + 0.1761930286884308, + 0.19394682347774506, + 0.05554312840104103, + 0.18171191215515137, + 0.022672103717923164, + 0.03374519944190979, + 0.07206552475690842 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.026339229196310043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633195422589779 + ], + "opposite_logprob_tokens": [ + -4.758633136749268 + ], + "logprob_reward": -0.008633195422589779, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633195422589779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3698594868183136, + 0.026971852406859398, + 0.06206849217414856, + 0.05127439275383949, + 0.05661803111433983, + 0.060302864760160446, + 0.2517262101173401, + 0.025419332087039948, + 0.06832017004489899, + 0.02743915095925331 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.008633195422589779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, full-body shot steadily tracks the bizarre spectacle of 'Gillian,' a fantastical winged creature, as it performs complex aerobatics against a chaotic sky, all rendered in the detailed art style of Hierus Bosch. The creature possesses a slender, elongated, pale humanoid form, its face fixed in an expression of unsettling calm. Attached to its back are massive, iridescent, insect-like wings, their membranes and veins similar to those of a beetle, but shimmering with the metallic green and purple of its carapace. Its movements are swift and precise, as it executes a tight barrel roll before suddenly stalling, its wings flapping frantically as it spirals, leaving a faint, shimmering golden-green light trail that traces its path like phosphorescent dust. The background is a chaotic scene, the sky crowded with other strange flying entities—fish with feathered wings, strange insect-mammal hybrids—as well as floating, surreal architecture composed of impossible, organic-looking towers. On these floating islands, intricate symbolic details and miniature dramas unfold as tiny figures perform mysterious rituals. The entire scene is illuminated by a clear, even light that renders every detail with hyper-real clarity, using the Dutch Master’s characteristic crisp lines and a vivid, earthy palette dominated by ochres, soft reds, and deep blues to create a profoundly surreal and meticulously unsettling atmosphere.", + "seed": 30649, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_10/index_4790_seed_30649_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.039840779080986974, + "vlm_logprob": -0.039840779080986974, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.039840779080986974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03394518420100212 + ], + "opposite_logprob_tokens": [ + -3.408945083618164 + ], + "logprob_reward": -0.03394518420100212, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03394518420100212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1150442361831665, + 0.2067568153142929, + 0.042816609144210815, + 0.04277627915143967, + 0.16725902259349823, + 0.03901094198226929, + 0.0901813805103302, + 0.22175201773643494, + 0.0391768254339695, + 0.03522590920329094 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.03394518420100212 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003793120384216 + ], + "opposite_logprob_tokens": [ + -2.695037841796875 + ], + "logprob_reward": -0.07003793120384216, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003793120384216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11302616447210312, + 0.0992698147892952, + 0.019945397973060608, + 0.028939787298440933, + 0.03791661188006401, + 0.014728352427482605, + 0.08852552622556686, + 0.507590115070343, + 0.03854890540242195, + 0.051509324461221695 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.07003793120384216 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865068942308426 + ], + "opposite_logprob_tokens": [ + -3.0486507415771484 + ], + "logprob_reward": -0.04865068942308426, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865068942308426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044674523174762726, + 0.19804072380065918, + 0.029316846281290054, + 0.0162414088845253, + 0.4882228672504425, + 0.022321268916130066, + 0.046904340386390686, + 0.10865946114063263, + 0.029480697587132454, + 0.016137951985001564 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.04865068942308426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286908864974976 + ], + "opposite_logprob_tokens": [ + -3.773286819458008 + ], + "logprob_reward": -0.023286908864974976, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286908864974976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03827567398548126, + 0.05514160916209221, + 0.01785195805132389, + 0.027502616867423058, + 0.3934309780597687, + 0.02760467678308487, + 0.11122281104326248, + 0.23757152259349823, + 0.06099119037389755, + 0.03040698543190956 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.023286908864974976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283181712031364 + ], + "opposite_logprob_tokens": [ + -3.7732832431793213 + ], + "logprob_reward": -0.023283181712031364, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283181712031364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0522829107940197, + 0.10902424901723862, + 0.023140039294958115, + 0.04240279272198677, + 0.19468048214912415, + 0.02075895667076111, + 0.1447189450263977, + 0.25600889325141907, + 0.11154239624738693, + 0.04544034227728844 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.023283181712031364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, full-body shot steadily tracks the bizarre spectacle of 'Gillian,' a fantastical winged creature, as it performs complex aerobatics against a chaotic sky, all rendered in the detailed art style of Hierus Bosch. The creature possesses a slender, elongated, pale humanoid form, its face fixed in an expression of unsettling calm. Attached to its back are massive, iridescent, insect-like wings, their membranes and veins similar to those of a beetle, but shimmering with the metallic green and purple of its carapace. Its movements are swift and precise, as it executes a tight barrel roll before suddenly stalling, its wings flapping frantically as it spirals, leaving a faint, shimmering golden-green light trail that traces its path like phosphorescent dust. The background is a chaotic scene, the sky crowded with other strange flying entities—fish with feathered wings, strange insect-mammal hybrids—as well as floating, surreal architecture composed of impossible, organic-looking towers. On these floating islands, intricate symbolic details and miniature dramas unfold as tiny figures perform mysterious rituals. The entire scene is illuminated by a clear, even light that renders every detail with hyper-real clarity, using the Dutch Master’s characteristic crisp lines and a vivid, earthy palette dominated by ochres, soft reds, and deep blues to create a profoundly surreal and meticulously unsettling atmosphere.", + "seed": 30650, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_10/index_4790_seed_30650_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02671610526740551, + "vlm_logprob": -0.02671610526740551, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.02671610526740551, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016368985176086426 + ], + "opposite_logprob_tokens": [ + -4.141368865966797 + ], + "logprob_reward": -0.016368985176086426, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016368985176086426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12105317413806915, + 0.1734488159418106, + 0.023716021329164505, + 0.046875372529029846, + 0.023291543126106262, + 0.11898098886013031, + 0.01994509994983673, + 0.2772790789604187, + 0.14305537939071655, + 0.05235457420349121 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.016368985176086426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866158962249756 + ], + "opposite_logprob_tokens": [ + -3.048661708831787 + ], + "logprob_reward": -0.04866158962249756, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866158962249756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03450503572821617, + 0.04238944500684738, + 0.021026909351348877, + 0.03710775822401047, + 0.00683850422501564, + 0.013062669895589352, + 0.013090254738926888, + 0.733727753162384, + 0.07092604786157608, + 0.027325570583343506 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.04866158962249756 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979600802063942 + ], + "opposite_logprob_tokens": [ + -3.5297961235046387 + ], + "logprob_reward": -0.02979600802063942, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979600802063942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04165579751133919, + 0.013397361151874065, + 0.00852606538683176, + 0.023027509450912476, + 0.012984121218323708, + 0.044580888003110886, + 0.024090517312288284, + 0.6056455969810486, + 0.20530441403388977, + 0.020787687972187996 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.02979600802063942 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057494968175888 + ], + "opposite_logprob_tokens": [ + -3.8955750465393066 + ], + "logprob_reward": -0.02057494968175888, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057494968175888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026548249647021294, + 0.01553499884903431, + 0.012604198418557644, + 0.02262035757303238, + 0.009268504567444324, + 0.01170601136982441, + 0.006899505853652954, + 0.5292536616325378, + 0.3186945617198944, + 0.04686995968222618 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.02057494968175888 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, pale humanoid creature with massive iridescent insect-like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature execute a tight barrel roll followed by a stall with frantic wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature leave a faint shimmering golden-green light trail resembling phosphorescent dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a chaotic sky containing fish with feathered wings, insect-mammal hybrids, and floating organic towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Hierus Bosch art style with crisp lines, vivid earthy colors, and a low-angle full-body camera shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178993836045265 + ], + "opposite_logprob_tokens": [ + -4.018178939819336 + ], + "logprob_reward": -0.018178993836045265, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178993836045265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.008947602473199368, + 0.010975824669003487, + 0.004488290753215551, + 0.02388695999979973, + 0.006152826827019453, + 0.007149083539843559, + 0.003357561305165291, + 0.9050636887550354, + 0.013901399448513985, + 0.016076693311333656 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.018178993836045265 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_11/index_tensor([1765, 1765])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_11/index_tensor([1765, 1765])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5143fae0fa44ae932c374700943951896a470bfd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_11/index_tensor([1765, 1765])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "montage composed of rapid cuts and dynamic angles vividly captures a moment of imaginative power. It opens with a low, medium shot of a boy, about five years old, with a mop of tousled blond curls, laboriously dragging a dark, solid wood dining chair into the center of the living room. He's wearing a bright red cotton one-piece pajamas printed with a cartoon superhero, his face a look of intense concentration and earnestness. A quick cut brings the camera to a level angle, revealing the boy straddling the upside-down dining chair, clinging to the backrest as if it were a horse's neck, rocking back and forth excitedly. He pushes off his feet, \"sprinting\" forward with all his might, the wooden chair legs scraping against the polished hardwood floor with a grating, amusing sound. A close-up captures his face, radiating pure joy. His eyes sparkle with excitement, his mouth formed into an O-shape, a silent cry erupting, and strands of sweat-soaked hair plastered to his forehead. The entire living room becomes his racetrack. In the background, a beige fabric sofa, a few building blocks scattered on the carpet, and a large window floods in warm afternoon sunlight. The light casts long, swaying shadows on the floor, and even tiny particles of dust floating in the air are clearly visible in the beams, adding a dreamlike quality to this vibrant scene. The montage, through a series of rapid cuts from frontal, side, and tracking shots, vividly depicts the child's tireless and joyful galloping back and forth in his own imaginary world, creating a warm, lively, and childlike family atmosphere.", + "seed": 27679, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_11/index_1765_seed_27679_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028292648307979108, + "vlm_logprob": -0.028292648307979108, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.028292648307979108, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016511229798197746 + ], + "opposite_logprob_tokens": [ + -4.1415114402771 + ], + "logprob_reward": -0.016511229798197746, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016511229798197746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08014989644289017, + 0.018330104649066925, + 0.014743789099156857, + 0.039905499666929245, + 0.05172378197312355, + 0.11091767251491547, + 0.06269684433937073, + 0.04971187934279442, + 0.4890366196632385, + 0.08278389275074005 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.016511229798197746 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038114283233881 + ], + "opposite_logprob_tokens": [ + -3.288114309310913 + ], + "logprob_reward": -0.038114283233881, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038114283233881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23067964613437653, + 0.07309287041425705, + 0.04404358193278313, + 0.2394959032535553, + 0.12182976305484772, + 0.050099171698093414, + 0.050284575670957565, + 0.04796285927295685, + 0.06654396653175354, + 0.07596765458583832 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.038114283233881 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328970469534397 + ], + "opposite_logprob_tokens": [ + -3.773289680480957 + ], + "logprob_reward": -0.02328970469534397, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328970469534397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10041896998882294, + 0.05042586475610733, + 0.03654761239886284, + 0.06284990161657333, + 0.2688756287097931, + 0.0980948880314827, + 0.09739691019058228, + 0.06532980501651764, + 0.08034432679414749, + 0.13971610367298126 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.02328970469534397 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204032897949219 + ], + "opposite_logprob_tokens": [ + -2.812040328979492 + ], + "logprob_reward": -0.06204032897949219, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204032897949219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09408487379550934, + 0.031406283378601074, + 0.03114744834601879, + 0.06428936123847961, + 0.04655136168003082, + 0.09913305938243866, + 0.06481046974658966, + 0.11938851326704025, + 0.2817634046077728, + 0.16742520034313202 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.06204032897949219 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015076948329806328 + ], + "opposite_logprob_tokens": [ + -6.501507759094238 + ], + "logprob_reward": -0.0015076948329806328, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015076948329806328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24656526744365692, + 0.1855531632900238, + 0.05836661905050278, + 0.09075432270765305, + 0.036315806210041046, + 0.07837936282157898, + 0.038516901433467865, + 0.0510733425617218, + 0.09609995782375336, + 0.1183752492070198 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0015076948329806328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "montage composed of rapid cuts and dynamic angles vividly captures a moment of imaginative power. It opens with a low, medium shot of a boy, about five years old, with a mop of tousled blond curls, laboriously dragging a dark, solid wood dining chair into the center of the living room. He's wearing a bright red cotton one-piece pajamas printed with a cartoon superhero, his face a look of intense concentration and earnestness. A quick cut brings the camera to a level angle, revealing the boy straddling the upside-down dining chair, clinging to the backrest as if it were a horse's neck, rocking back and forth excitedly. He pushes off his feet, \"sprinting\" forward with all his might, the wooden chair legs scraping against the polished hardwood floor with a grating, amusing sound. A close-up captures his face, radiating pure joy. His eyes sparkle with excitement, his mouth formed into an O-shape, a silent cry erupting, and strands of sweat-soaked hair plastered to his forehead. The entire living room becomes his racetrack. In the background, a beige fabric sofa, a few building blocks scattered on the carpet, and a large window floods in warm afternoon sunlight. The light casts long, swaying shadows on the floor, and even tiny particles of dust floating in the air are clearly visible in the beams, adding a dreamlike quality to this vibrant scene. The montage, through a series of rapid cuts from frontal, side, and tracking shots, vividly depicts the child's tireless and joyful galloping back and forth in his own imaginary world, creating a warm, lively, and childlike family atmosphere.", + "seed": 27680, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_11/index_1765_seed_27680_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04957212656736374, + "vlm_logprob": -0.04957212656736374, + "vlm_yes_no_margin": 3.574999976158142, + "vlm_token_credit": -0.04957212656736374, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04360060766339302 + ], + "opposite_logprob_tokens": [ + -3.168600559234619 + ], + "logprob_reward": -0.04360060766339302, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04360060766339302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07506566494703293, + 0.10963167250156403, + 0.07167612761259079, + 0.07837246358394623, + 0.08559805154800415, + 0.11317921429872513, + 0.04050395265221596, + 0.13721707463264465, + 0.1671503484249115, + 0.12160541117191315 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.04360060766339302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062060609459877014 + ], + "opposite_logprob_tokens": [ + -2.812060594558716 + ], + "logprob_reward": -0.062060609459877014, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062060609459877014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16928204894065857, + 0.3133271336555481, + 0.10544964671134949, + 0.047992534935474396, + 0.06814660876989365, + 0.0436461940407753, + 0.054635189473629, + 0.047360870987176895, + 0.04475078359246254, + 0.10540898144245148 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.062060609459877014 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078749783337116 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078749783337116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078749783337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10727117210626602, + 0.11784031242132187, + 0.3495226204395294, + 0.05769864842295647, + 0.17410342395305634, + 0.04544946551322937, + 0.0730343908071518, + 0.02090887352824211, + 0.03528307378292084, + 0.018887924030423164 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.011078749783337116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703430652618408 + ], + "opposite_logprob_tokens": [ + -2.1270341873168945 + ], + "logprob_reward": -0.12703430652618408, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12703430652618408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09421710669994354, + 0.18181972205638885, + 0.05272989720106125, + 0.03539872169494629, + 0.08023830503225327, + 0.082598976790905, + 0.11872314661741257, + 0.08375361561775208, + 0.1547277867794037, + 0.11579271405935287 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.12703430652618408 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004086359404027462 + ], + "opposite_logprob_tokens": [ + -5.504086494445801 + ], + "logprob_reward": -0.004086359404027462, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004086359404027462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12399744242429733, + 0.22909222543239594, + 0.1995629221200943, + 0.07339097559452057, + 0.03811997175216675, + 0.04148532450199127, + 0.09192384779453278, + 0.04748199135065079, + 0.0571051761507988, + 0.09784010052680969 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.004086359404027462 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "montage composed of rapid cuts and dynamic angles vividly captures a moment of imaginative power. It opens with a low, medium shot of a boy, about five years old, with a mop of tousled blond curls, laboriously dragging a dark, solid wood dining chair into the center of the living room. He's wearing a bright red cotton one-piece pajamas printed with a cartoon superhero, his face a look of intense concentration and earnestness. A quick cut brings the camera to a level angle, revealing the boy straddling the upside-down dining chair, clinging to the backrest as if it were a horse's neck, rocking back and forth excitedly. He pushes off his feet, \"sprinting\" forward with all his might, the wooden chair legs scraping against the polished hardwood floor with a grating, amusing sound. A close-up captures his face, radiating pure joy. His eyes sparkle with excitement, his mouth formed into an O-shape, a silent cry erupting, and strands of sweat-soaked hair plastered to his forehead. The entire living room becomes his racetrack. In the background, a beige fabric sofa, a few building blocks scattered on the carpet, and a large window floods in warm afternoon sunlight. The light casts long, swaying shadows on the floor, and even tiny particles of dust floating in the air are clearly visible in the beams, adding a dreamlike quality to this vibrant scene. The montage, through a series of rapid cuts from frontal, side, and tracking shots, vividly depicts the child's tireless and joyful galloping back and forth in his own imaginary world, creating a warm, lively, and childlike family atmosphere.", + "seed": 27681, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_11/index_1765_seed_27681_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03333153766579926, + "vlm_logprob": -0.03333153766579926, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.03333153766579926, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009203863330185413 + ], + "opposite_logprob_tokens": [ + -4.759203910827637 + ], + "logprob_reward": -0.009203863330185413, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009203863330185413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022476322948932648, + 0.0522121824324131, + 0.03409223631024361, + 0.05962065979838371, + 0.0703783929347992, + 0.30288180708885193, + 0.19693389534950256, + 0.035028114914894104, + 0.1108253076672554, + 0.11555100977420807 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.009203863330185413 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370928019285202 + ], + "opposite_logprob_tokens": [ + -3.4087092876434326 + ], + "logprob_reward": -0.03370928019285202, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370928019285202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04996594414114952, + 0.059931594878435135, + 0.18221597373485565, + 0.06598741561174393, + 0.12853726744651794, + 0.16699542105197906, + 0.13777314126491547, + 0.039995577186346054, + 0.03635615482926369, + 0.13224144279956818 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.03370928019285202 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863910373300314 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.00863910373300314, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863910373300314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04397021234035492, + 0.07702236622571945, + 0.056873809546232224, + 0.16209162771701813, + 0.11668612062931061, + 0.2543599307537079, + 0.12470937520265579, + 0.06260164827108383, + 0.023912930861115456, + 0.07777196913957596 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.00863910373300314 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291498690843582 + ], + "opposite_logprob_tokens": [ + -2.2379150390625 + ], + "logprob_reward": -0.11291498690843582, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291498690843582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052186716347932816, + 0.04313201457262039, + 0.03133297711610794, + 0.04652756452560425, + 0.10556948930025101, + 0.42424654960632324, + 0.052816975861787796, + 0.044616080820560455, + 0.07695236802101135, + 0.12261921167373657 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.11291498690843582 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002190454164519906 + ], + "opposite_logprob_tokens": [ + -6.127190589904785 + ], + "logprob_reward": -0.002190454164519906, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002190454164519906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09936673194169998, + 0.13302959501743317, + 0.03859191760420799, + 0.18009212613105774, + 0.08435304462909698, + 0.17295226454734802, + 0.06657310575246811, + 0.04000156372785568, + 0.056806065142154694, + 0.1282336264848709 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.002190454164519906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "montage composed of rapid cuts and dynamic angles vividly captures a moment of imaginative power. It opens with a low, medium shot of a boy, about five years old, with a mop of tousled blond curls, laboriously dragging a dark, solid wood dining chair into the center of the living room. He's wearing a bright red cotton one-piece pajamas printed with a cartoon superhero, his face a look of intense concentration and earnestness. A quick cut brings the camera to a level angle, revealing the boy straddling the upside-down dining chair, clinging to the backrest as if it were a horse's neck, rocking back and forth excitedly. He pushes off his feet, \"sprinting\" forward with all his might, the wooden chair legs scraping against the polished hardwood floor with a grating, amusing sound. A close-up captures his face, radiating pure joy. His eyes sparkle with excitement, his mouth formed into an O-shape, a silent cry erupting, and strands of sweat-soaked hair plastered to his forehead. The entire living room becomes his racetrack. In the background, a beige fabric sofa, a few building blocks scattered on the carpet, and a large window floods in warm afternoon sunlight. The light casts long, swaying shadows on the floor, and even tiny particles of dust floating in the air are clearly visible in the beams, adding a dreamlike quality to this vibrant scene. The montage, through a series of rapid cuts from frontal, side, and tracking shots, vividly depicts the child's tireless and joyful galloping back and forth in his own imaginary world, creating a warm, lively, and childlike family atmosphere.", + "seed": 27682, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_11/index_1765_seed_27682_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018215834465809166, + "vlm_logprob": -0.018215834465809166, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.018215834465809166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010166526772081852 + ], + "opposite_logprob_tokens": [ + -4.635166645050049 + ], + "logprob_reward": -0.010166526772081852, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010166526772081852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09811516106128693, + 0.04880325496196747, + 0.06626394391059875, + 0.03127586841583252, + 0.19009938836097717, + 0.03290516510605812, + 0.162479430437088, + 0.06358347833156586, + 0.091310515999794, + 0.21516379714012146 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.010166526772081852 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809661209583282 + ], + "opposite_logprob_tokens": [ + -3.5298097133636475 + ], + "logprob_reward": -0.029809661209583282, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809661209583282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11003821343183517, + 0.3026811480522156, + 0.059069011360406876, + 0.07987135648727417, + 0.09287718683481216, + 0.057705242186784744, + 0.06878930330276489, + 0.06548364460468292, + 0.09401775896549225, + 0.06946717947721481 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.029809661209583282 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073091067373753 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011073091067373753, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073091067373753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21472223103046417, + 0.15968894958496094, + 0.07262169569730759, + 0.09204217046499252, + 0.13167515397071838, + 0.045746009796857834, + 0.04759705439209938, + 0.05949340760707855, + 0.14318758249282837, + 0.03322563320398331 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.011073091067373753 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095925003290176 + ], + "opposite_logprob_tokens": [ + -3.2880959510803223 + ], + "logprob_reward": -0.038095925003290176, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095925003290176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1399567872285843, + 0.11819388717412949, + 0.026408294215798378, + 0.031607165932655334, + 0.029182016849517822, + 0.07278314977884293, + 0.11844242364168167, + 0.07529982924461365, + 0.18339790403842926, + 0.20472854375839233 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.038095925003290176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy with tousled blond curls wearing bright red one-piece pajamas with a cartoon superhero print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy drag a dark solid wood dining chair into the center of a living room at the beginning of the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a sequence showing the boy straddling an upside-down dining chair and rocking back and forth as if riding a horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a close-up shot of the boy's face showing sweat-soaked hair, sparkling eyes, and an O-shaped mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a living room background with a beige sofa, scattered building blocks, and warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019339682767167687 + ], + "opposite_logprob_tokens": [ + -6.251934051513672 + ], + "logprob_reward": -0.0019339682767167687, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019339682767167687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4024832844734192, + 0.20365287363529205, + 0.06572375446557999, + 0.10601642727851868, + 0.033735793083906174, + 0.034287091344594955, + 0.013742931187152863, + 0.03400550037622452, + 0.06600438058376312, + 0.04034798964858055 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0019339682767167687 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_12/index_tensor([634, 634])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_12/index_tensor([634, 634])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..84d7cd7ea2c02c99e787a621596cc0c834c996f5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_12/index_tensor([634, 634])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, low-angle tracking shot moves in perfect sync with a gleaming glass marble as it rolls smoothly across a dark, reflective surface. The camera maintains a constant distance, capturing the perfectly polished sphere in surreal detail. Within the marble's transparent core, complex, ethereal swirls of deep cobalt blue and milky white twist and twirl hypnotically as the marble rotates on its axis. The movement is effortless and graceful, silently gliding across a vast, perfectly smooth plane that appears to be polished black obsidian. This mirror-like surface casts crisp, elongated reflections of the marble, replicating its captivating internal dance of color. A single hard-key light from an overhead position illuminates the marble, creating bright, star-like flashes at its curved top and illuminating the colored tendrils from within, making them appear to glow. The surrounding environment, a deep, featureless void, ensures that all visual attention is captured by the subject's graceful journey, creating an atmosphere of focus, minimalism, and near-meditative reflections, all rendered in stunning, photorealistic detail.", + "seed": 7231, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_12/index_634_seed_7231_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12136250045150518, + "vlm_logprob": -0.12136250045150518, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.12136250045150518, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012619405053555965 + ], + "opposite_logprob_tokens": [ + -4.512619495391846 + ], + "logprob_reward": -0.012619405053555965, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012619405053555965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.141143798828125, + 0.07054633647203445, + 0.08370004594326019, + 0.04436827450990677, + 0.0514642708003521, + 0.024216869845986366, + 0.053523849695920944, + 0.4318365156650543, + 0.06986862421035767, + 0.029331404715776443 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.012619405053555965 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743512272834778 + ], + "opposite_logprob_tokens": [ + -0.9743512272834778 + ], + "logprob_reward": -0.4743512272834778, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743512272834778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08395634591579437, + 0.058385856449604034, + 0.04381266608834267, + 0.038508571684360504, + 0.06618590652942657, + 0.014429593458771706, + 0.030546775087714195, + 0.5104542970657349, + 0.08044266700744629, + 0.07327739149332047 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.4743512272834778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371815383434296 + ], + "opposite_logprob_tokens": [ + -3.4087181091308594 + ], + "logprob_reward": -0.03371815383434296, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371815383434296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09409159421920776, + 0.02984115295112133, + 0.01648564450442791, + 0.021545030176639557, + 0.016246505081653595, + 0.017397921532392502, + 0.01648530922830105, + 0.7505959868431091, + 0.02329876832664013, + 0.014012145809829235 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.03371815383434296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306979477405548 + ], + "opposite_logprob_tokens": [ + -3.168069839477539 + ], + "logprob_reward": -0.04306979477405548, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306979477405548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03614214062690735, + 0.0317840501666069, + 0.027026915922760963, + 0.018764348700642586, + 0.02882850356400013, + 0.015192316845059395, + 0.03646981343626976, + 0.7295979261398315, + 0.046450283378362656, + 0.029743697494268417 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.04306979477405548 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043053921312093735 + ], + "opposite_logprob_tokens": [ + -3.1680538654327393 + ], + "logprob_reward": -0.043053921312093735, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043053921312093735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03986206650733948, + 0.03197929635643959, + 0.026461442932486534, + 0.0160160381346941, + 0.01367451623082161, + 0.012961696833372116, + 0.013069958426058292, + 0.7799124121665955, + 0.022407997399568558, + 0.04365459457039833 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.043053921312093735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle tracking shot moves in perfect sync with a gleaming glass marble as it rolls smoothly across a dark, reflective surface. The camera maintains a constant distance, capturing the perfectly polished sphere in surreal detail. Within the marble's transparent core, complex, ethereal swirls of deep cobalt blue and milky white twist and twirl hypnotically as the marble rotates on its axis. The movement is effortless and graceful, silently gliding across a vast, perfectly smooth plane that appears to be polished black obsidian. This mirror-like surface casts crisp, elongated reflections of the marble, replicating its captivating internal dance of color. A single hard-key light from an overhead position illuminates the marble, creating bright, star-like flashes at its curved top and illuminating the colored tendrils from within, making them appear to glow. The surrounding environment, a deep, featureless void, ensures that all visual attention is captured by the subject's graceful journey, creating an atmosphere of focus, minimalism, and near-meditative reflections, all rendered in stunning, photorealistic detail.", + "seed": 7232, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_12/index_634_seed_7232_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.023763661924749612, + "vlm_logprob": -0.023763661924749612, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.023763661924749612, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0072447448037564754 + ], + "opposite_logprob_tokens": [ + -5.00724458694458 + ], + "logprob_reward": -0.0072447448037564754, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0072447448037564754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1145508661866188, + 0.14906348288059235, + 0.09120387583971024, + 0.053084567189216614, + 0.14664410054683685, + 0.08829522132873535, + 0.055196452885866165, + 0.05367417633533478, + 0.16280414164066315, + 0.0854831114411354 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.0072447448037564754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983037196099758 + ], + "opposite_logprob_tokens": [ + -3.5298304557800293 + ], + "logprob_reward": -0.02983037196099758, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983037196099758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21076631546020508, + 0.16794900596141815, + 0.073299340903759, + 0.0772412121295929, + 0.06878533959388733, + 0.07799907773733139, + 0.09292237460613251, + 0.06660966575145721, + 0.05824879929423332, + 0.10617885738611221 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02983037196099758 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793330915272236 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.009793330915272236, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793330915272236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25561922788619995, + 0.17188705503940582, + 0.06728693097829819, + 0.07776384800672531, + 0.07118799537420273, + 0.09971560537815094, + 0.07805897295475006, + 0.05134846270084381, + 0.06411070376634598, + 0.06302124261856079 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.009793330915272236 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048662953078746796 + ], + "opposite_logprob_tokens": [ + -3.0486629009246826 + ], + "logprob_reward": -0.048662953078746796, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048662953078746796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13153040409088135, + 0.09366025030612946, + 0.060616813600063324, + 0.05094435065984726, + 0.10478712618350983, + 0.07342780381441116, + 0.07448464632034302, + 0.058926764875650406, + 0.06331641227006912, + 0.2883053719997406 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.048662953078746796 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286908864974976 + ], + "opposite_logprob_tokens": [ + -3.773286819458008 + ], + "logprob_reward": -0.023286908864974976, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286908864974976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12268637865781784, + 0.059494949877262115, + 0.11455550789833069, + 0.05908782407641411, + 0.1393890380859375, + 0.06130709499120712, + 0.12265127897262573, + 0.038881052285432816, + 0.09130720794200897, + 0.1906397044658661 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.023286908864974976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle tracking shot moves in perfect sync with a gleaming glass marble as it rolls smoothly across a dark, reflective surface. The camera maintains a constant distance, capturing the perfectly polished sphere in surreal detail. Within the marble's transparent core, complex, ethereal swirls of deep cobalt blue and milky white twist and twirl hypnotically as the marble rotates on its axis. The movement is effortless and graceful, silently gliding across a vast, perfectly smooth plane that appears to be polished black obsidian. This mirror-like surface casts crisp, elongated reflections of the marble, replicating its captivating internal dance of color. A single hard-key light from an overhead position illuminates the marble, creating bright, star-like flashes at its curved top and illuminating the colored tendrils from within, making them appear to glow. The surrounding environment, a deep, featureless void, ensures that all visual attention is captured by the subject's graceful journey, creating an atmosphere of focus, minimalism, and near-meditative reflections, all rendered in stunning, photorealistic detail.", + "seed": 7233, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_12/index_634_seed_7233_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031941574439406394, + "vlm_logprob": -0.031941574439406394, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.031941574439406394, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005145995412021875 + ], + "opposite_logprob_tokens": [ + -5.505146026611328 + ], + "logprob_reward": -0.005145995412021875, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.005145995412021875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06384894996881485, + 0.22307397425174713, + 0.08073573559522629, + 0.13446249067783356, + 0.0910758301615715, + 0.0976920947432518, + 0.03887346014380455, + 0.03671366721391678, + 0.15657241642475128, + 0.07695136964321136 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.005145995412021875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902094721794128 + ], + "opposite_logprob_tokens": [ + -2.5790209770202637 + ], + "logprob_reward": -0.07902094721794128, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902094721794128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12920741736888885, + 0.0544588565826416, + 0.24003015458583832, + 0.09630298614501953, + 0.08219259977340698, + 0.12702882289886475, + 0.05374987795948982, + 0.06040959060192108, + 0.07982943952083588, + 0.07679026573896408 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.07902094721794128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007640188094228506 + ], + "opposite_logprob_tokens": [ + -4.882640361785889 + ], + "logprob_reward": -0.007640188094228506, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007640188094228506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12134671956300735, + 0.10639198869466782, + 0.10590416938066483, + 0.10773590952157974, + 0.10063163936138153, + 0.18344749510288239, + 0.026811648160219193, + 0.06737304478883743, + 0.09731187671422958, + 0.08304553478956223 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.007640188094228506 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807114973664284 + ], + "opposite_logprob_tokens": [ + -3.5298070907592773 + ], + "logprob_reward": -0.029807114973664284, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807114973664284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053515881299972534, + 0.08136369287967682, + 0.05919036269187927, + 0.2304113656282425, + 0.04220409691333771, + 0.2263135462999344, + 0.1005638986825943, + 0.0290458332747221, + 0.0972442701458931, + 0.08014703541994095 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.029807114973664284 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038093626499176025 + ], + "opposite_logprob_tokens": [ + -3.2880935668945312 + ], + "logprob_reward": -0.038093626499176025, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038093626499176025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12265670299530029, + 0.13650305569171906, + 0.16063439846038818, + 0.09464739263057709, + 0.05210138484835625, + 0.12197048217058182, + 0.05790495127439499, + 0.03385195881128311, + 0.1106904149055481, + 0.10903923958539963 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.038093626499176025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle tracking shot moves in perfect sync with a gleaming glass marble as it rolls smoothly across a dark, reflective surface. The camera maintains a constant distance, capturing the perfectly polished sphere in surreal detail. Within the marble's transparent core, complex, ethereal swirls of deep cobalt blue and milky white twist and twirl hypnotically as the marble rotates on its axis. The movement is effortless and graceful, silently gliding across a vast, perfectly smooth plane that appears to be polished black obsidian. This mirror-like surface casts crisp, elongated reflections of the marble, replicating its captivating internal dance of color. A single hard-key light from an overhead position illuminates the marble, creating bright, star-like flashes at its curved top and illuminating the colored tendrils from within, making them appear to glow. The surrounding environment, a deep, featureless void, ensures that all visual attention is captured by the subject's graceful journey, creating an atmosphere of focus, minimalism, and near-meditative reflections, all rendered in stunning, photorealistic detail.", + "seed": 7234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_12/index_634_seed_7234_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02452130652964115, + "vlm_logprob": -0.02452130652964115, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.02452130652964115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0070052966475486755 + ], + "opposite_logprob_tokens": [ + -5.132005214691162 + ], + "logprob_reward": -0.0070052966475486755, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0070052966475486755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04886050522327423, + 0.008339149877429008, + 0.5544984340667725, + 0.012430434115231037, + 0.04683520644903183, + 0.010611431673169136, + 0.0048560514114797115, + 0.2923593521118164, + 0.015940407291054726, + 0.005269001703709364 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.0070052966475486755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310690239071846 + ], + "opposite_logprob_tokens": [ + -3.1681067943573 + ], + "logprob_reward": -0.04310690239071846, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310690239071846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06419708579778671, + 0.006529575679451227, + 0.06318999826908112, + 0.0518888421356678, + 0.07452251017093658, + 0.011478706263005733, + 0.013356960378587246, + 0.6787112355232239, + 0.025746701285243034, + 0.010378453880548477 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.04310690239071846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371746465563774 + ], + "opposite_logprob_tokens": [ + -3.408717393875122 + ], + "logprob_reward": -0.03371746465563774, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371746465563774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02259153500199318, + 0.020814791321754456, + 0.6301482915878296, + 0.027518508955836296, + 0.12788835167884827, + 0.02237611450254917, + 0.010397722944617271, + 0.11655224859714508, + 0.017530914396047592, + 0.004181598778814077 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.03371746465563774 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819409430027008 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819409430027008, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819409430027008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05654173344373703, + 0.03612281754612923, + 0.19606034457683563, + 0.23568089306354523, + 0.09776189178228378, + 0.02717548981308937, + 0.04959014058113098, + 0.2114047110080719, + 0.05732494220137596, + 0.03233705461025238 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.01819409430027008 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming glass marble with a transparent core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the marble roll smoothly across a dark, reflective surface that appears to be polished black obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are complex swirls of deep cobalt blue and milky white visible twisting inside the marble's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up, low-angle tracking shot that maintains a constant distance from the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a single hard-key light from an overhead position creating bright star-like flashes at the top of the marble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205827746540308 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205827746540308, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205827746540308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13835841417312622, + 0.00974713359028101, + 0.3352830708026886, + 0.03163595497608185, + 0.2799999415874481, + 0.010635044425725937, + 0.018932579085230827, + 0.13467513024806976, + 0.020372193306684494, + 0.020360486581921577 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.0205827746540308 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_13/index_tensor([8612, 8612])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_13/index_tensor([8612, 8612])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..15e2a7dba781f98e200cc5abf00f2962ad31a9b8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_13/index_tensor([8612, 8612])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, wide-angle shot captures the immensity of a towering industrial chimney, its weathered, soot-stained red brick form dominating a flat, gray, cloudy sky. The surrounding landscape is a desolate, abandoned factory compound, overgrown with weeds poking through the cracked concrete. A deep, violent tremor suddenly destroys the entire structure, sending fragments of brick and mortar cascading down its sides. A catastrophic crack appears in the chimney's midsection, shrinking inward at a terrifying rate. The upper half of the massive pillar tilts inexorably, its structural integrity completely failing, and a thick cloud of reddish-brown brick dust and dark gray smoke erupts outward from the fracture point. Then the top collapses and plummets downward, disintegrating into a chaotic rain of debris, creating a powerful and dramatic atmosphere of irreversible destruction.", + "seed": 31122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_13/index_8612_seed_31122_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.033642354980111124, + "vlm_logprob": -0.033642354980111124, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.033642354980111124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011441214010119438 + ], + "opposite_logprob_tokens": [ + -4.761441230773926 + ], + "logprob_reward": -0.011441214010119438, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011441214010119438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11615559458732605, + 0.052459608763456345, + 0.2996821105480194, + 0.0870085135102272, + 0.07978981733322144, + 0.09076423943042755, + 0.08920912444591522, + 0.03639999032020569, + 0.08852523565292358, + 0.0600057952105999 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.011441214010119438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023305660113692284 + ], + "opposite_logprob_tokens": [ + -3.773305654525757 + ], + "logprob_reward": -0.023305660113692284, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023305660113692284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12850819528102875, + 0.09648055583238602, + 0.10418017208576202, + 0.09840274602174759, + 0.10544361919164658, + 0.1226591020822525, + 0.11152735352516174, + 0.08893942087888718, + 0.08853807300329208, + 0.055320754647254944 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.023305660113692284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10038267076015472 + ], + "opposite_logprob_tokens": [ + -2.3503825664520264 + ], + "logprob_reward": -0.10038267076015472, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10038267076015472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12330029904842377, + 0.05099513381719589, + 0.0760578066110611, + 0.10235264152288437, + 0.15041567385196686, + 0.12298505008220673, + 0.17449846863746643, + 0.039573900401592255, + 0.07345857471227646, + 0.08636246621608734 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.10038267076015472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785421192646027 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785421192646027, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785421192646027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0634232759475708, + 0.03938616067171097, + 0.020732542499899864, + 0.2584061324596405, + 0.1052890494465828, + 0.21539406478405, + 0.12764334678649902, + 0.07410812377929688, + 0.06371346861124039, + 0.031903818249702454 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.009785421192646027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296808823943138 + ], + "opposite_logprob_tokens": [ + -3.77329683303833 + ], + "logprob_reward": -0.023296808823943138, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296808823943138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10831662267446518, + 0.0850130096077919, + 0.2968657910823822, + 0.09068692475557327, + 0.07502514868974686, + 0.09161743521690369, + 0.1123971939086914, + 0.03532680869102478, + 0.0556587316095829, + 0.04909234493970871 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.023296808823943138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures the immensity of a towering industrial chimney, its weathered, soot-stained red brick form dominating a flat, gray, cloudy sky. The surrounding landscape is a desolate, abandoned factory compound, overgrown with weeds poking through the cracked concrete. A deep, violent tremor suddenly destroys the entire structure, sending fragments of brick and mortar cascading down its sides. A catastrophic crack appears in the chimney's midsection, shrinking inward at a terrifying rate. The upper half of the massive pillar tilts inexorably, its structural integrity completely failing, and a thick cloud of reddish-brown brick dust and dark gray smoke erupts outward from the fracture point. Then the top collapses and plummets downward, disintegrating into a chaotic rain of debris, creating a powerful and dramatic atmosphere of irreversible destruction.", + "seed": 31123, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_13/index_8612_seed_31123_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09199412073940039, + "vlm_logprob": -0.09199412073940039, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.09199412073940039, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031528763473033905 + ], + "opposite_logprob_tokens": [ + -3.6565287113189697 + ], + "logprob_reward": -0.031528763473033905, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.031528763473033905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13248246908187866, + 0.03140038251876831, + 0.023781022056937218, + 0.05935487151145935, + 0.07447148859500885, + 0.11075937002897263, + 0.1260852962732315, + 0.09474627673625946, + 0.25456956028938293, + 0.09234930574893951 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.031528763473033905 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004337757825851 + ], + "opposite_logprob_tokens": [ + -2.6950433254241943 + ], + "logprob_reward": -0.07004337757825851, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004337757825851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1561189740896225, + 0.09348199516534805, + 0.10051470249891281, + 0.02365228347480297, + 0.07287021726369858, + 0.11932418495416641, + 0.11098428070545197, + 0.08059234917163849, + 0.18850098550319672, + 0.05395997688174248 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.07004337757825851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31354230642318726 + ], + "opposite_logprob_tokens": [ + -1.313542366027832 + ], + "logprob_reward": -0.31354230642318726, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31354230642318726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08468008786439896, + 0.023997586220502853, + 0.05122699961066246, + 0.02585170418024063, + 0.09308937191963196, + 0.14403465390205383, + 0.17281663417816162, + 0.28656041622161865, + 0.0727967917919159, + 0.04494573548436165 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.31354230642318726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741872988641262 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006741872988641262, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741872988641262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04605194553732872, + 0.014039837755262852, + 0.012608112767338753, + 0.03792928159236908, + 0.11311224848031998, + 0.22769497334957123, + 0.14888641238212585, + 0.27863743901252747, + 0.06755165755748749, + 0.05348804593086243 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.006741872988641262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038114283233881 + ], + "opposite_logprob_tokens": [ + -3.288114309310913 + ], + "logprob_reward": -0.038114283233881, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038114283233881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10488075017929077, + 0.03217581287026405, + 0.022888686507940292, + 0.06391578167676926, + 0.06758888065814972, + 0.19221557676792145, + 0.09525949507951736, + 0.13969194889068604, + 0.1910838782787323, + 0.09029924869537354 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.038114283233881 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures the immensity of a towering industrial chimney, its weathered, soot-stained red brick form dominating a flat, gray, cloudy sky. The surrounding landscape is a desolate, abandoned factory compound, overgrown with weeds poking through the cracked concrete. A deep, violent tremor suddenly destroys the entire structure, sending fragments of brick and mortar cascading down its sides. A catastrophic crack appears in the chimney's midsection, shrinking inward at a terrifying rate. The upper half of the massive pillar tilts inexorably, its structural integrity completely failing, and a thick cloud of reddish-brown brick dust and dark gray smoke erupts outward from the fracture point. Then the top collapses and plummets downward, disintegrating into a chaotic rain of debris, creating a powerful and dramatic atmosphere of irreversible destruction.", + "seed": 31124, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_13/index_8612_seed_31124_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12085228171199561, + "vlm_logprob": -0.12085228171199561, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.12085228171199561, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03220795840024948 + ], + "opposite_logprob_tokens": [ + -3.65720796585083 + ], + "logprob_reward": -0.03220795840024948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03220795840024948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12169787287712097, + 0.05556081235408783, + 0.04753395542502403, + 0.13274407386779785, + 0.2578016221523285, + 0.07172311842441559, + 0.09130490571260452, + 0.06568179279565811, + 0.08920453488826752, + 0.0667472705245018 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.03220795840024948 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029835231602191925 + ], + "opposite_logprob_tokens": [ + -3.5298352241516113 + ], + "logprob_reward": -0.029835231602191925, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029835231602191925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17276422679424286, + 0.11921732127666473, + 0.10317080467939377, + 0.12206266075372696, + 0.17967489361763, + 0.025901582092046738, + 0.04799327999353409, + 0.0428142249584198, + 0.07063727080821991, + 0.11576371639966965 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.029835231602191925 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2522346079349518 + ], + "opposite_logprob_tokens": [ + -1.5022345781326294 + ], + "logprob_reward": -0.2522346079349518, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2522346079349518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07284001260995865, + 0.10745227336883545, + 0.037334050983190536, + 0.13759027421474457, + 0.21898557245731354, + 0.08152071386575699, + 0.08097995817661285, + 0.04744495451450348, + 0.0967390164732933, + 0.11911314725875854 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.2522346079349518 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645604364573956 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645604364573956, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645604364573956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10138639062643051, + 0.0720667615532875, + 0.07622585445642471, + 0.08018016070127487, + 0.06626581400632858, + 0.047860968858003616, + 0.13431216776371002, + 0.2745407819747925, + 0.07597488909959793, + 0.07118621468544006 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.008645604364573956 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133800625801086 + ], + "opposite_logprob_tokens": [ + -1.4063379764556885 + ], + "logprob_reward": -0.28133800625801086, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133800625801086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08139356225728989, + 0.22953979671001434, + 0.1253039836883545, + 0.30403637886047363, + 0.09963978826999664, + 0.023499859496951103, + 0.04833858087658882, + 0.047600358724594116, + 0.024658162146806717, + 0.01598948799073696 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.28133800625801086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures the immensity of a towering industrial chimney, its weathered, soot-stained red brick form dominating a flat, gray, cloudy sky. The surrounding landscape is a desolate, abandoned factory compound, overgrown with weeds poking through the cracked concrete. A deep, violent tremor suddenly destroys the entire structure, sending fragments of brick and mortar cascading down its sides. A catastrophic crack appears in the chimney's midsection, shrinking inward at a terrifying rate. The upper half of the massive pillar tilts inexorably, its structural integrity completely failing, and a thick cloud of reddish-brown brick dust and dark gray smoke erupts outward from the fracture point. Then the top collapses and plummets downward, disintegrating into a chaotic rain of debris, creating a powerful and dramatic atmosphere of irreversible destruction.", + "seed": 31125, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_13/index_8612_seed_31125_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04004622253123671, + "vlm_logprob": -0.04004622253123671, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.04004622253123671, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10586297512054443 + ], + "opposite_logprob_tokens": [ + -2.355863094329834 + ], + "logprob_reward": -0.10586297512054443, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10586297512054443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15940454602241516, + 0.07042830437421799, + 0.0783405676484108, + 0.07871075719594955, + 0.10995249450206757, + 0.17436908185482025, + 0.06710987538099289, + 0.13924813270568848, + 0.06191742792725563, + 0.060518816113471985 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.10586297512054443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060578018426895 + ], + "opposite_logprob_tokens": [ + -3.8956058025360107 + ], + "logprob_reward": -0.02060578018426895, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060578018426895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16312168538570404, + 0.07375466078519821, + 0.03287775442004204, + 0.06292102485895157, + 0.07533682137727737, + 0.06700077652931213, + 0.07970283180475235, + 0.18676841259002686, + 0.144767165184021, + 0.11374887079000473 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.02060578018426895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371700271964073 + ], + "opposite_logprob_tokens": [ + -3.408716917037964 + ], + "logprob_reward": -0.03371700271964073, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371700271964073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12364109605550766, + 0.06383168697357178, + 0.07564960420131683, + 0.09273013472557068, + 0.17839916050434113, + 0.0675501897931099, + 0.07655764371156693, + 0.20493142306804657, + 0.04193352907896042, + 0.07477550953626633 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.03371700271964073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001942891743965447 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.001942891743965447, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001942891743965447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050377003848552704, + 0.046161264181137085, + 0.019729692488908768, + 0.12382332235574722, + 0.1761302351951599, + 0.11575258523225784, + 0.11408878117799759, + 0.1291768103837967, + 0.06510715186595917, + 0.1596531718969345 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.001942891743965447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective looking up at the chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chimney constructed of weathered, soot-stained red brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a desolate, abandoned factory compound with weeds growing through cracked concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video depict the chimney collapsing, including a catastrophic crack, tilting, and the top section plummeting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wide-angle shot used to capture the immensity of the chimney and the surrounding landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810246288776398 + ], + "opposite_logprob_tokens": [ + -3.288102388381958 + ], + "logprob_reward": -0.03810246288776398, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810246288776398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07030095160007477, + 0.03288695216178894, + 0.033897995948791504, + 0.04867800325155258, + 0.10279479622840881, + 0.06910945475101471, + 0.059499386698007584, + 0.4061199426651001, + 0.04345490410923958, + 0.13325761258602142 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.03810246288776398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_14/index_tensor([2126, 2126])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_14/index_tensor([2126, 2126])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4306728d9def43ad733f7b5c550fd067b108724a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_14/index_tensor([2126, 2126])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, long, establishing shot, shot from a slightly upward angle, captures the majestic summit of a majestic snow-capped mountain. Beneath a clear, deep blue sky, the peak's jagged, knife-sharp ridges are blanketed in thick, pure white snow. Bright sunlight reflects dazzling light from the peak, casting deep shadows in the rocky crevices. Suddenly, the summit begins to tremble violently, and massive cracks instantly spread across its surface, breaking and shedding chunks of ice, snow, and rock. Then, a massive avalanche is triggered, unleashing a rolling white wave—an unstoppable torrent of fine powdered snow and massive chunks of ice. It hurtles down the steep slopes at breakneck speed, instantly engulfing everything in its path and transforming the tranquil mountainside into a chaotic sea of white. Huge snow clouds cast shifting shadows across the valley, creating a stark visual contrast between the deep blue sky, the brilliant white waves of snow, and the exposed, dark rock. The entire picture presents this catastrophic event in silence from a distance, creating an atmosphere that is both majestic and terrifying, full of the primitive and irresistible destructive power of nature, and bringing extreme visual shock.", + "seed": 7194, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_14/index_2126_seed_7194_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08346153497695923, + "vlm_logprob": -0.08346153497695923, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.08346153497695923, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015355474315583706 + ], + "opposite_logprob_tokens": [ + -6.876535415649414 + ], + "logprob_reward": -0.0015355474315583706, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0015355474315583706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06116640940308571, + 0.02892288751900196, + 0.04549788683652878, + 0.03376194089651108, + 0.09765847772359848, + 0.2141585350036621, + 0.04036202281713486, + 0.2737598717212677, + 0.14053165912628174, + 0.06418035179376602 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.0015355474315583706 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953317973762751 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953317973762751, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953317973762751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09625346958637238, + 0.05695311352610588, + 0.07828396558761597, + 0.05523189902305603, + 0.12493304163217545, + 0.22802230715751648, + 0.04259205237030983, + 0.16426198184490204, + 0.07067295908927917, + 0.08279529958963394 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.005953317973762751 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31340089440345764 + ], + "opposite_logprob_tokens": [ + -1.3134008646011353 + ], + "logprob_reward": -0.31340089440345764, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31340089440345764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06631936132907867, + 0.012431636452674866, + 0.021734382957220078, + 0.04861864820122719, + 0.05150950327515602, + 0.16128572821617126, + 0.055071208626031876, + 0.2762191593647003, + 0.2598620057106018, + 0.046948276460170746 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.31340089440345764 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346195489168167 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.026346195489168167, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346195489168167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019743548706173897, + 0.011108357459306717, + 0.013649508357048035, + 0.050615180283784866, + 0.0766577273607254, + 0.13160578906536102, + 0.06107115373015404, + 0.39173680543899536, + 0.21170829236507416, + 0.03210362419486046 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.026346195489168167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007171958684921 + ], + "opposite_logprob_tokens": [ + -2.6950716972351074 + ], + "logprob_reward": -0.07007171958684921, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007171958684921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0666147768497467, + 0.03718357905745506, + 0.04004516825079918, + 0.04764159023761749, + 0.05840671807527542, + 0.2183469533920288, + 0.08120003342628479, + 0.20180192589759827, + 0.1863575130701065, + 0.062401752918958664 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.07007171958684921 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, long, establishing shot, shot from a slightly upward angle, captures the majestic summit of a majestic snow-capped mountain. Beneath a clear, deep blue sky, the peak's jagged, knife-sharp ridges are blanketed in thick, pure white snow. Bright sunlight reflects dazzling light from the peak, casting deep shadows in the rocky crevices. Suddenly, the summit begins to tremble violently, and massive cracks instantly spread across its surface, breaking and shedding chunks of ice, snow, and rock. Then, a massive avalanche is triggered, unleashing a rolling white wave—an unstoppable torrent of fine powdered snow and massive chunks of ice. It hurtles down the steep slopes at breakneck speed, instantly engulfing everything in its path and transforming the tranquil mountainside into a chaotic sea of white. Huge snow clouds cast shifting shadows across the valley, creating a stark visual contrast between the deep blue sky, the brilliant white waves of snow, and the exposed, dark rock. The entire picture presents this catastrophic event in silence from a distance, creating an atmosphere that is both majestic and terrifying, full of the primitive and irresistible destructive power of nature, and bringing extreme visual shock.", + "seed": 7195, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_14/index_2126_seed_7195_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2787017796188593, + "vlm_logprob": -0.2787017796188593, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.2787017796188593, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005280476063489914 + ], + "opposite_logprob_tokens": [ + -5.380280494689941 + ], + "logprob_reward": -0.005280476063489914, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005280476063489914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49898210167884827, + 0.014878862537443638, + 0.03369525074958801, + 0.021603351458907127, + 0.09508314728736877, + 0.03776182606816292, + 0.06211315840482712, + 0.05648864060640335, + 0.08034032583236694, + 0.09905333071947098 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.005280476063489914 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979321263730526 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.00979321263730526, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979321263730526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6222074031829834, + 0.008952401578426361, + 0.005468379240483046, + 0.13996078073978424, + 0.12569837272167206, + 0.015348576009273529, + 0.025220628827810287, + 0.013632604852318764, + 0.006822904571890831, + 0.03668797388672829 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.00979321263730526 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053893804550171 + ], + "opposite_logprob_tokens": [ + -0.4288938343524933 + ], + "logprob_reward": -1.053893804550171, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053893804550171, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17201121151447296, + 0.059080302715301514, + 0.01231269259005785, + 0.5556824803352356, + 0.11576799303293228, + 0.012715276330709457, + 0.00907880999147892, + 0.022829359397292137, + 0.032902494072914124, + 0.00761938001960516 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -1.053893804550171 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28138506412506104 + ], + "opposite_logprob_tokens": [ + -1.406385064125061 + ], + "logprob_reward": -0.28138506412506104, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28138506412506104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6393519043922424, + 0.00991749856621027, + 0.007486226502805948, + 0.06849098205566406, + 0.20575574040412903, + 0.004986525978893042, + 0.011169103905558586, + 0.0028784486930817366, + 0.04595620930194855, + 0.00400735717266798 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.28138506412506104 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04315634071826935 + ], + "opposite_logprob_tokens": [ + -3.168156385421753 + ], + "logprob_reward": -0.04315634071826935, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04315634071826935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27361539006233215, + 0.045393578708171844, + 0.009026352316141129, + 0.23422376811504364, + 0.21964478492736816, + 0.03225122392177582, + 0.05748159810900688, + 0.026240305975079536, + 0.036133505403995514, + 0.06598949432373047 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.04315634071826935 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, long, establishing shot, shot from a slightly upward angle, captures the majestic summit of a majestic snow-capped mountain. Beneath a clear, deep blue sky, the peak's jagged, knife-sharp ridges are blanketed in thick, pure white snow. Bright sunlight reflects dazzling light from the peak, casting deep shadows in the rocky crevices. Suddenly, the summit begins to tremble violently, and massive cracks instantly spread across its surface, breaking and shedding chunks of ice, snow, and rock. Then, a massive avalanche is triggered, unleashing a rolling white wave—an unstoppable torrent of fine powdered snow and massive chunks of ice. It hurtles down the steep slopes at breakneck speed, instantly engulfing everything in its path and transforming the tranquil mountainside into a chaotic sea of white. Huge snow clouds cast shifting shadows across the valley, creating a stark visual contrast between the deep blue sky, the brilliant white waves of snow, and the exposed, dark rock. The entire picture presents this catastrophic event in silence from a distance, creating an atmosphere that is both majestic and terrifying, full of the primitive and irresistible destructive power of nature, and bringing extreme visual shock.", + "seed": 7196, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_14/index_2126_seed_7196_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05852969619445503, + "vlm_logprob": -0.05852969619445503, + "vlm_yes_no_margin": 3.824999976158142, + "vlm_token_credit": -0.05852969619445503, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0029840010683983564 + ], + "opposite_logprob_tokens": [ + -6.002984046936035 + ], + "logprob_reward": -0.0029840010683983564, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0029840010683983564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05427609011530876, + 0.023977896198630333, + 0.030366593971848488, + 0.04042317345738411, + 0.03465167060494423, + 0.018892979249358177, + 0.034559644758701324, + 0.19932743906974792, + 0.26222801208496094, + 0.3012964725494385 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.0029840010683983564 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649149909615517 + ], + "opposite_logprob_tokens": [ + -4.7586493492126465 + ], + "logprob_reward": -0.008649149909615517, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649149909615517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11131026595830917, + 0.030505750328302383, + 0.04642479121685028, + 0.029092835262417793, + 0.03526207432150841, + 0.03718801215291023, + 0.03336114063858986, + 0.2534446716308594, + 0.12036770582199097, + 0.3030427396297455 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.008649149909615517 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277110993862152 + ], + "opposite_logprob_tokens": [ + -2.017771005630493 + ], + "logprob_reward": -0.14277110993862152, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14277110993862152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034598179161548615, + 0.009349380619823933, + 0.04826066642999649, + 0.02472572959959507, + 0.017833052203059196, + 0.018581457436084747, + 0.029239177703857422, + 0.24028252065181732, + 0.2740961015224457, + 0.3030336797237396 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.14277110993862152 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081107892096043 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011081107892096043, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081107892096043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02607700042426586, + 0.012431034818291664, + 0.01593433879315853, + 0.01235289592295885, + 0.02704988792538643, + 0.01490397285670042, + 0.0174773670732975, + 0.3131025731563568, + 0.3271024525165558, + 0.2335684448480606 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.011081107892096043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1271631121635437 + ], + "opposite_logprob_tokens": [ + -2.1271631717681885 + ], + "logprob_reward": -0.1271631121635437, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1271631121635437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060097407549619675, + 0.055457837879657745, + 0.01828622817993164, + 0.032191816717386246, + 0.029921315610408783, + 0.031000424176454544, + 0.049458399415016174, + 0.181855708360672, + 0.27329620718955994, + 0.2684346139431 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.1271631121635437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, long, establishing shot, shot from a slightly upward angle, captures the majestic summit of a majestic snow-capped mountain. Beneath a clear, deep blue sky, the peak's jagged, knife-sharp ridges are blanketed in thick, pure white snow. Bright sunlight reflects dazzling light from the peak, casting deep shadows in the rocky crevices. Suddenly, the summit begins to tremble violently, and massive cracks instantly spread across its surface, breaking and shedding chunks of ice, snow, and rock. Then, a massive avalanche is triggered, unleashing a rolling white wave—an unstoppable torrent of fine powdered snow and massive chunks of ice. It hurtles down the steep slopes at breakneck speed, instantly engulfing everything in its path and transforming the tranquil mountainside into a chaotic sea of white. Huge snow clouds cast shifting shadows across the valley, creating a stark visual contrast between the deep blue sky, the brilliant white waves of snow, and the exposed, dark rock. The entire picture presents this catastrophic event in silence from a distance, creating an atmosphere that is both majestic and terrifying, full of the primitive and irresistible destructive power of nature, and bringing extreme visual shock.", + "seed": 7197, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_14/index_2126_seed_7197_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06464168750680983, + "vlm_logprob": -0.06464168750680983, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.06464168750680983, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0026377192698419094 + ], + "opposite_logprob_tokens": [ + -6.12763786315918 + ], + "logprob_reward": -0.0026377192698419094, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0026377192698419094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09480133652687073, + 0.03180632367730141, + 0.027588091790676117, + 0.053799569606781006, + 0.06209629401564598, + 0.06043466553092003, + 0.08493359386920929, + 0.17855747044086456, + 0.33788880705833435, + 0.06809388101100922 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0026377192698419094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790261276066303 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790261276066303, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790261276066303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15357133746147156, + 0.04885866120457649, + 0.050176482647657394, + 0.08521322160959244, + 0.06496065109968185, + 0.027184275910258293, + 0.11534508317708969, + 0.08917351067066193, + 0.2447267472743988, + 0.12079004943370819 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.009790261276066303 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494357645511627 + ], + "opposite_logprob_tokens": [ + -2.929943561553955 + ], + "logprob_reward": -0.05494357645511627, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494357645511627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026808740571141243, + 0.01396134588867426, + 0.02227083407342434, + 0.04951747506856918, + 0.14167219400405884, + 0.025556176900863647, + 0.1209183856844902, + 0.08572138845920563, + 0.4174785017967224, + 0.09609491378068924 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.05494357645511627 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003617292968556285 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.003617292968556285, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003617292968556285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03476468473672867, + 0.02264985255897045, + 0.02555938810110092, + 0.025425441563129425, + 0.1411212533712387, + 0.04791124910116196, + 0.1595609039068222, + 0.05375503748655319, + 0.4092088043689728, + 0.08004340529441833 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.003617292968556285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an establishing shot of a snow-capped mountain summit with jagged ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly upward angle looking at the peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the summit tremble violently and develop massive cracks that shed ice and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive avalanche shown as a rolling white wave of powdered snow and ice chunks moving at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the event depicted in silence from a distance with a clear deep blue sky and dark rock visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2522195875644684 + ], + "opposite_logprob_tokens": [ + -1.502219557762146 + ], + "logprob_reward": -0.2522195875644684, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2522195875644684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052593573927879333, + 0.025572052225470543, + 0.039316512644290924, + 0.06650979071855545, + 0.10881195217370987, + 0.03966984152793884, + 0.1591915786266327, + 0.07282333076000214, + 0.36664894223213196, + 0.06886246055364609 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.2522195875644684 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_15/index_tensor([2828, 2828])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_15/index_tensor([2828, 2828])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9a7926b76a6e5b5b1731a88a0460323de87c3493 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_15/index_tensor([2828, 2828])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the art style of Dungeons & Dragons, a low-angle close-up evokes a slow, deliberate rotation around a massive, ornate cauldron forged from blackened, pitted cast iron. A thick, dark-red stew of braised rabbit bubbles violently within, its sticky mahogany surface roiling as large bubbles burst and frothy overflow cascades down the sides of the cauldron in thick streams. The cauldron itself rests over a roaring fire in a massive stone hearth. The flickering flames cast a warm, dramatic orange glow, creating deep, dancing shadows. As the camera pans steadily, firelight catches and glints on the intricate, high-relief carvings surrounding the cauldron's metalwork, revealing a lineage of heroic fantasy figures. A stoic dwarf warrior, a stately elven archer, and a ruthless human knight are carved into the metal. Their stone faces and powerful postures seem to watch the sumptuous meal cook with silent, ancient approval, creating an atmosphere of mythical anticipation, a feast earned through adventure.", + "seed": 2236, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_15/index_2828_seed_2236_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18834498450160025, + "vlm_logprob": -0.18834498450160025, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.18834498450160025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03489411994814873 + ], + "opposite_logprob_tokens": [ + -3.6598942279815674 + ], + "logprob_reward": -0.03489411994814873, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03489411994814873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11118433624505997, + 0.06479059159755707, + 0.051612161099910736, + 0.03870898112654686, + 0.04972436651587486, + 0.04094437509775162, + 0.2580997347831726, + 0.23767796158790588, + 0.09694934636354446, + 0.050308164209127426 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.03489411994814873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813585638999939 + ], + "opposite_logprob_tokens": [ + -3.2881357669830322 + ], + "logprob_reward": -0.03813585638999939, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813585638999939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14209723472595215, + 0.08065520226955414, + 0.04131953790783882, + 0.07150006294250488, + 0.0845503956079483, + 0.18204237520694733, + 0.1650248020887375, + 0.08043962717056274, + 0.05810411274433136, + 0.09426668286323547 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.03813585638999939 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813795804977417 + ], + "opposite_logprob_tokens": [ + -1.4063795804977417 + ], + "logprob_reward": -0.2813795804977417, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813795804977417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09462068229913712, + 0.047567274421453476, + 0.07911951094865799, + 0.054454732686281204, + 0.0896773487329483, + 0.05346539244055748, + 0.21641764044761658, + 0.03662940114736557, + 0.2050163596868515, + 0.1230316162109375 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.2813795804977417 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743644893169403 + ], + "opposite_logprob_tokens": [ + -0.9743645191192627 + ], + "logprob_reward": -0.4743644893169403, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743644893169403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0879845917224884, + 0.04304055497050285, + 0.027313388884067535, + 0.03472386300563812, + 0.08022769540548325, + 0.08630549162626266, + 0.21492967009544373, + 0.14513258635997772, + 0.24012508988380432, + 0.040217023342847824 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.4743644893169403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129508763551712 + ], + "opposite_logprob_tokens": [ + -2.2379508018493652 + ], + "logprob_reward": -0.1129508763551712, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129508763551712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12362029403448105, + 0.07139263302087784, + 0.09155597537755966, + 0.04437068849802017, + 0.09237203001976013, + 0.0788072794675827, + 0.05635881796479225, + 0.16328191757202148, + 0.188448965549469, + 0.08979137241840363 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.1129508763551712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the art style of Dungeons & Dragons, a low-angle close-up evokes a slow, deliberate rotation around a massive, ornate cauldron forged from blackened, pitted cast iron. A thick, dark-red stew of braised rabbit bubbles violently within, its sticky mahogany surface roiling as large bubbles burst and frothy overflow cascades down the sides of the cauldron in thick streams. The cauldron itself rests over a roaring fire in a massive stone hearth. The flickering flames cast a warm, dramatic orange glow, creating deep, dancing shadows. As the camera pans steadily, firelight catches and glints on the intricate, high-relief carvings surrounding the cauldron's metalwork, revealing a lineage of heroic fantasy figures. A stoic dwarf warrior, a stately elven archer, and a ruthless human knight are carved into the metal. Their stone faces and powerful postures seem to watch the sumptuous meal cook with silent, ancient approval, creating an atmosphere of mythical anticipation, a feast earned through adventure.", + "seed": 2237, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_15/index_2828_seed_2237_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20206452421844007, + "vlm_logprob": -0.20206452421844007, + "vlm_yes_no_margin": 1.975, + "vlm_token_credit": -0.20206452421844007, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02488749288022518 + ], + "opposite_logprob_tokens": [ + -4.024887561798096 + ], + "logprob_reward": -0.02488749288022518, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02488749288022518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08354245126247406, + 0.05376286432147026, + 0.2797212600708008, + 0.2288108617067337, + 0.035521071404218674, + 0.0972999557852745, + 0.03312106058001518, + 0.05467747524380684, + 0.06853771954774857, + 0.06500522792339325 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.02488749288022518 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902832329273224 + ], + "opposite_logprob_tokens": [ + -2.579028367996216 + ], + "logprob_reward": -0.07902832329273224, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902832329273224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13260889053344727, + 0.09901223331689835, + 0.061741363257169724, + 0.0824061930179596, + 0.058645281940698624, + 0.1481049507856369, + 0.05567845329642296, + 0.14768272638320923, + 0.12080792337656021, + 0.09331195056438446 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.07902832329273224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521343529224396 + ], + "opposite_logprob_tokens": [ + -1.5021343231201172 + ], + "logprob_reward": -0.2521343529224396, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521343529224396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09486082196235657, + 0.04366050660610199, + 0.04007508605718613, + 0.10522045195102692, + 0.10809992998838425, + 0.2713708281517029, + 0.04772059619426727, + 0.11936318129301071, + 0.0802467092871666, + 0.08938189595937729 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.2521343529224396 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47436368465423584 + ], + "opposite_logprob_tokens": [ + -0.9743636846542358 + ], + "logprob_reward": -0.47436368465423584, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47436368465423584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08141761273145676, + 0.08401331305503845, + 0.03205745667219162, + 0.08152388781309128, + 0.08271491527557373, + 0.07263421267271042, + 0.06627242267131805, + 0.27024805545806885, + 0.11021856218576431, + 0.11889958381652832 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.47436368465423584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990876734256744 + ], + "opposite_logprob_tokens": [ + -1.8049087524414062 + ], + "logprob_reward": -0.17990876734256744, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990876734256744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07246314734220505, + 0.051929179579019547, + 0.10441652685403824, + 0.2816448211669922, + 0.12485864013433456, + 0.07678025215864182, + 0.06901586800813675, + 0.07913804799318314, + 0.08013679087162018, + 0.05961664393544197 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.17990876734256744 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the art style of Dungeons & Dragons, a low-angle close-up evokes a slow, deliberate rotation around a massive, ornate cauldron forged from blackened, pitted cast iron. A thick, dark-red stew of braised rabbit bubbles violently within, its sticky mahogany surface roiling as large bubbles burst and frothy overflow cascades down the sides of the cauldron in thick streams. The cauldron itself rests over a roaring fire in a massive stone hearth. The flickering flames cast a warm, dramatic orange glow, creating deep, dancing shadows. As the camera pans steadily, firelight catches and glints on the intricate, high-relief carvings surrounding the cauldron's metalwork, revealing a lineage of heroic fantasy figures. A stoic dwarf warrior, a stately elven archer, and a ruthless human knight are carved into the metal. Their stone faces and powerful postures seem to watch the sumptuous meal cook with silent, ancient approval, creating an atmosphere of mythical anticipation, a feast earned through adventure.", + "seed": 2238, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_15/index_2828_seed_2238_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2591964267194271, + "vlm_logprob": -0.2591964267194271, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.2591964267194271, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021806471049785614 + ], + "opposite_logprob_tokens": [ + -4.271806240081787 + ], + "logprob_reward": -0.021806471049785614, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.021806471049785614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.112175352871418, + 0.047112517058849335, + 0.09383664280176163, + 0.04807339608669281, + 0.3036346137523651, + 0.1280430257320404, + 0.14799824357032776, + 0.033156394958496094, + 0.044481467455625534, + 0.041488341987133026 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.021806471049785614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043097998946905136 + ], + "opposite_logprob_tokens": [ + -3.168097972869873 + ], + "logprob_reward": -0.043097998946905136, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043097998946905136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043384261429309845, + 0.09552290290594101, + 0.02921043522655964, + 0.04121464118361473, + 0.18257831037044525, + 0.1819419413805008, + 0.09641572088003159, + 0.09064237773418427, + 0.1352529376745224, + 0.1038365438580513 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.043097998946905136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934476494789124 + ], + "opposite_logprob_tokens": [ + -0.6934476494789124 + ], + "logprob_reward": -0.6934476494789124, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934476494789124, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08166225254535675, + 0.07210733741521835, + 0.1309785097837448, + 0.036289289593696594, + 0.17558497190475464, + 0.06688971072435379, + 0.2307019978761673, + 0.03148994967341423, + 0.052222516387701035, + 0.12207347899675369 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.6934476494789124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234233140945435 + ], + "opposite_logprob_tokens": [ + -0.8984233140945435 + ], + "logprob_reward": -0.5234233140945435, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234233140945435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08760608732700348, + 0.020166872069239616, + 0.10102303326129913, + 0.11744849383831024, + 0.18336394429206848, + 0.11581942439079285, + 0.23411038517951965, + 0.030942214652895927, + 0.02831205353140831, + 0.08120749890804291 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.5234233140945435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206700026988983 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206700026988983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206700026988983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08203183859586716, + 0.04557418450713158, + 0.16483739018440247, + 0.027530109509825706, + 0.15167653560638428, + 0.227667436003685, + 0.18409663438796997, + 0.06098603829741478, + 0.023203905671834946, + 0.03239591419696808 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.014206700026988983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the art style of Dungeons & Dragons, a low-angle close-up evokes a slow, deliberate rotation around a massive, ornate cauldron forged from blackened, pitted cast iron. A thick, dark-red stew of braised rabbit bubbles violently within, its sticky mahogany surface roiling as large bubbles burst and frothy overflow cascades down the sides of the cauldron in thick streams. The cauldron itself rests over a roaring fire in a massive stone hearth. The flickering flames cast a warm, dramatic orange glow, creating deep, dancing shadows. As the camera pans steadily, firelight catches and glints on the intricate, high-relief carvings surrounding the cauldron's metalwork, revealing a lineage of heroic fantasy figures. A stoic dwarf warrior, a stately elven archer, and a ruthless human knight are carved into the metal. Their stone faces and powerful postures seem to watch the sumptuous meal cook with silent, ancient approval, creating an atmosphere of mythical anticipation, a feast earned through adventure.", + "seed": 2239, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_15/index_2828_seed_2239_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12749779634177685, + "vlm_logprob": -0.12749779634177685, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.12749779634177685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09827897697687149 + ], + "opposite_logprob_tokens": [ + -2.4732789993286133 + ], + "logprob_reward": -0.09827897697687149, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09827897697687149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0851747915148735, + 0.09336397051811218, + 0.05353551730513573, + 0.34090638160705566, + 0.06750273704528809, + 0.03575746342539787, + 0.05974713712930679, + 0.11911581456661224, + 0.09679292142391205, + 0.04810330271720886 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.09827897697687149 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038130924105644226 + ], + "opposite_logprob_tokens": [ + -3.28813099861145 + ], + "logprob_reward": -0.038130924105644226, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038130924105644226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0885038748383522, + 0.04755229130387306, + 0.056467436254024506, + 0.3495240807533264, + 0.11553413420915604, + 0.07466248422861099, + 0.020265711471438408, + 0.06048028916120529, + 0.10195211321115494, + 0.0850575864315033 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.038130924105644226 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213685631752014 + ], + "opposite_logprob_tokens": [ + -1.5021368265151978 + ], + "logprob_reward": -0.25213685631752014, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213685631752014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08527577668428421, + 0.025592971593141556, + 0.11935997009277344, + 0.32263582944869995, + 0.20276495814323425, + 0.05788537487387657, + 0.04436394199728966, + 0.03919677436351776, + 0.062163058668375015, + 0.04076134413480759 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.25213685631752014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22564762830734253 + ], + "opposite_logprob_tokens": [ + -1.6006476879119873 + ], + "logprob_reward": -0.22564762830734253, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22564762830734253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0793362483382225, + 0.017362987622618675, + 0.04044445604085922, + 0.1977895200252533, + 0.3201198875904083, + 0.07391668111085892, + 0.112559013068676, + 0.03185386583209038, + 0.04021506756544113, + 0.08640235662460327 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.22564762830734253 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a massive cauldron made of blackened, pitted cast iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cauldron contain a thick, dark-red stew of braised rabbit that is bubbling violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the carvings on the cauldron's metalwork depicting a stoic dwarf warrior, a stately elven archer, and a ruthless human knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily while the cauldron rests over a roaring fire in a massive stone hearth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294596001505852 + ], + "opposite_logprob_tokens": [ + -3.773294687271118 + ], + "logprob_reward": -0.023294596001505852, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294596001505852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06258568912744522, + 0.035505782812833786, + 0.08915120363235474, + 0.404457151889801, + 0.23303329944610596, + 0.06396004557609558, + 0.041025158017873764, + 0.036153025925159454, + 0.014582847245037556, + 0.019545791670680046 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.023294596001505852 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_3/index_tensor([6832, 6832])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_3/index_tensor([6832, 6832])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d1eac6cb1c0f3e0e3b30b674b977890767cf4b2a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_3/index_tensor([6832, 6832])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle shot, shot from above, locks the viewer's gaze on a muscular figure straining to lift a massive, rough, gray granite stele from the ground. Bare-chested, his bronzed skin bulges with veins, every muscle in his arms and back trembles with the strain. His face contorts with agonizing concentration, his teeth clenched, and beads of sweat glisten on his forehead. The stele, covered in weathered cracks and illegible ancient inscriptions, appears incredibly heavy. As the stele is lifted inch by inch, the grayish-white dust and fine gravel accumulated on its base are shaken and fall in a continuous, gurgling stream. In a cool, spotlight-like beam slanting in from off-screen, the swirling dust forms a distinct waterfall, illuminating the figure's tense silhouette and the stele's rough texture. The background is a dark and blurry rock wall, and the whole scene is shrouded in a solemn and primitive sense of power, creating a tense atmosphere of epic struggle and conquest.", + "seed": 19278, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_3/index_6832_seed_19278_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03178774314001202, + "vlm_logprob": -0.03178774314001202, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.03178774314001202, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0943276509642601 + ], + "opposite_logprob_tokens": [ + -2.594327688217163 + ], + "logprob_reward": -0.0943276509642601, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0943276509642601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08893611282110214, + 0.14166589081287384, + 0.20851080119609833, + 0.09385996311903, + 0.07344496995210648, + 0.07633066177368164, + 0.07502590119838715, + 0.11458219587802887, + 0.058166731148958206, + 0.06947673857212067 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.0943276509642601 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004129098728299141 + ], + "opposite_logprob_tokens": [ + -5.504128932952881 + ], + "logprob_reward": -0.004129098728299141, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004129098728299141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03312531113624573, + 0.07815457880496979, + 0.6344476938247681, + 0.03513225540518761, + 0.054120272397994995, + 0.04260111600160599, + 0.033264897763729095, + 0.014401007443666458, + 0.027583111077547073, + 0.04716974496841431 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.004129098728299141 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635101210325956 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.007635101210325956, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635101210325956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11829216033220291, + 0.15704824030399323, + 0.5397306084632874, + 0.04451637715101242, + 0.042049262672662735, + 0.01544611994177103, + 0.025223437696695328, + 0.008989471942186356, + 0.019029948860406876, + 0.02967437542974949 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.007635101210325956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978152547031641 + ], + "opposite_logprob_tokens": [ + -4.634781360626221 + ], + "logprob_reward": -0.00978152547031641, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978152547031641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03361596167087555, + 0.02041260339319706, + 0.6687213182449341, + 0.016810568049550056, + 0.027086107060313225, + 0.012131056748330593, + 0.01640830561518669, + 0.010405940935015678, + 0.03380358964204788, + 0.16060452163219452 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.00978152547031641 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306533932685852 + ], + "opposite_logprob_tokens": [ + -3.168065309524536 + ], + "logprob_reward": -0.04306533932685852, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306533932685852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05324234068393707, + 0.06326887756586075, + 0.5029963850975037, + 0.05579661577939987, + 0.04081521928310394, + 0.022943789139389992, + 0.08027229458093643, + 0.03203696385025978, + 0.09381839632987976, + 0.05480914190411568 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.04306533932685852 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot, shot from above, locks the viewer's gaze on a muscular figure straining to lift a massive, rough, gray granite stele from the ground. Bare-chested, his bronzed skin bulges with veins, every muscle in his arms and back trembles with the strain. His face contorts with agonizing concentration, his teeth clenched, and beads of sweat glisten on his forehead. The stele, covered in weathered cracks and illegible ancient inscriptions, appears incredibly heavy. As the stele is lifted inch by inch, the grayish-white dust and fine gravel accumulated on its base are shaken and fall in a continuous, gurgling stream. In a cool, spotlight-like beam slanting in from off-screen, the swirling dust forms a distinct waterfall, illuminating the figure's tense silhouette and the stele's rough texture. The background is a dark and blurry rock wall, and the whole scene is shrouded in a solemn and primitive sense of power, creating a tense atmosphere of epic struggle and conquest.", + "seed": 19279, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_3/index_6832_seed_19279_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14382502445951104, + "vlm_logprob": -0.14382502445951104, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.14382502445951104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5918576717376709 + ], + "opposite_logprob_tokens": [ + -0.8418576717376709 + ], + "logprob_reward": -0.5918576717376709, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5918576717376709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07999922335147858, + 0.10699748992919922, + 0.09682361036539078, + 0.13038679957389832, + 0.18723687529563904, + 0.041403207927942276, + 0.05234980210661888, + 0.09735139459371567, + 0.14517271518707275, + 0.062278859317302704 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.5918576717376709 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00678390683606267 + ], + "opposite_logprob_tokens": [ + -5.006783962249756 + ], + "logprob_reward": -0.00678390683606267, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00678390683606267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25452500581741333, + 0.06280627101659775, + 0.08970936387777328, + 0.04099024459719658, + 0.1573251634836197, + 0.07477541267871857, + 0.06453744322061539, + 0.13053789734840393, + 0.05575558543205261, + 0.06903763860464096 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.00678390683606267 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303214460611343 + ], + "opposite_logprob_tokens": [ + -3.773303270339966 + ], + "logprob_reward": -0.023303214460611343, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303214460611343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1602925956249237, + 0.08328352868556976, + 0.10685218125581741, + 0.1908683478832245, + 0.1285867840051651, + 0.03503838926553726, + 0.055193912237882614, + 0.06893498450517654, + 0.02936592884361744, + 0.1415833681821823 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.023303214460611343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818636804819107 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.01818636804819107, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818636804819107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12376438081264496, + 0.050075139850378036, + 0.0354420468211174, + 0.05186573043465614, + 0.1394508332014084, + 0.053695205599069595, + 0.1960814744234085, + 0.10829316824674606, + 0.0735817551612854, + 0.1677503138780594 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.01818636804819107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899396121501923 + ], + "opposite_logprob_tokens": [ + -2.578994035720825 + ], + "logprob_reward": -0.07899396121501923, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899396121501923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08361736685037613, + 0.05581335350871086, + 0.045380644500255585, + 0.038686685264110565, + 0.1000417023897171, + 0.1220788061618805, + 0.08066897839307785, + 0.05199415236711502, + 0.07585149258375168, + 0.3458668291568756 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.07899396121501923 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot, shot from above, locks the viewer's gaze on a muscular figure straining to lift a massive, rough, gray granite stele from the ground. Bare-chested, his bronzed skin bulges with veins, every muscle in his arms and back trembles with the strain. His face contorts with agonizing concentration, his teeth clenched, and beads of sweat glisten on his forehead. The stele, covered in weathered cracks and illegible ancient inscriptions, appears incredibly heavy. As the stele is lifted inch by inch, the grayish-white dust and fine gravel accumulated on its base are shaken and fall in a continuous, gurgling stream. In a cool, spotlight-like beam slanting in from off-screen, the swirling dust forms a distinct waterfall, illuminating the figure's tense silhouette and the stele's rough texture. The background is a dark and blurry rock wall, and the whole scene is shrouded in a solemn and primitive sense of power, creating a tense atmosphere of epic struggle and conquest.", + "seed": 19280, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_3/index_6832_seed_19280_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.035576716810464856, + "vlm_logprob": -0.035576716810464856, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.035576716810464856, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08835939317941666 + ], + "opposite_logprob_tokens": [ + -2.5883593559265137 + ], + "logprob_reward": -0.08835939317941666, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08835939317941666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12930594384670258, + 0.05238129198551178, + 0.06770280748605728, + 0.24868416786193848, + 0.0722779780626297, + 0.12416525930166245, + 0.08790509402751923, + 0.11322284489870071, + 0.04251931980252266, + 0.061835240572690964 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.08835939317941666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009813988581299782 + ], + "opposite_logprob_tokens": [ + -4.6348137855529785 + ], + "logprob_reward": -0.009813988581299782, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009813988581299782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13755576312541962, + 0.11916983872652054, + 0.30111798644065857, + 0.10013308376073837, + 0.052340175956487656, + 0.03188144043087959, + 0.06304923444986343, + 0.10118069499731064, + 0.03338007256388664, + 0.060191720724105835 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.009813988581299782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059001475572586 + ], + "opposite_logprob_tokens": [ + -3.89559006690979 + ], + "logprob_reward": -0.02059001475572586, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059001475572586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.139850914478302, + 0.10887478291988373, + 0.3797825872898102, + 0.13348157703876495, + 0.029668815433979034, + 0.025911064818501472, + 0.04257933422923088, + 0.060214001685380936, + 0.03622663766145706, + 0.04341024532914162 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.02059001475572586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606660895049572 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606660895049572, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606660895049572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0927838608622551, + 0.04538624733686447, + 0.16873398423194885, + 0.06108005717396736, + 0.04867313802242279, + 0.10005459189414978, + 0.1911981850862503, + 0.14046066999435425, + 0.07712716609239578, + 0.0745021253824234 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.01606660895049572 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043053578585386276 + ], + "opposite_logprob_tokens": [ + -3.16805362701416 + ], + "logprob_reward": -0.043053578585386276, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043053578585386276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07813376933336258, + 0.07076122611761093, + 0.05469154939055443, + 0.0812842845916748, + 0.07649576663970947, + 0.09828393906354904, + 0.28856056928634644, + 0.13521848618984222, + 0.09288341552019119, + 0.023686928674578667 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.043053578585386276 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot, shot from above, locks the viewer's gaze on a muscular figure straining to lift a massive, rough, gray granite stele from the ground. Bare-chested, his bronzed skin bulges with veins, every muscle in his arms and back trembles with the strain. His face contorts with agonizing concentration, his teeth clenched, and beads of sweat glisten on his forehead. The stele, covered in weathered cracks and illegible ancient inscriptions, appears incredibly heavy. As the stele is lifted inch by inch, the grayish-white dust and fine gravel accumulated on its base are shaken and fall in a continuous, gurgling stream. In a cool, spotlight-like beam slanting in from off-screen, the swirling dust forms a distinct waterfall, illuminating the figure's tense silhouette and the stele's rough texture. The background is a dark and blurry rock wall, and the whole scene is shrouded in a solemn and primitive sense of power, creating a tense atmosphere of epic struggle and conquest.", + "seed": 19281, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_3/index_6832_seed_19281_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07287266459316015, + "vlm_logprob": -0.07287266459316015, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07287266459316015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2614879310131073 + ], + "opposite_logprob_tokens": [ + -1.5114879608154297 + ], + "logprob_reward": -0.2614879310131073, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2614879310131073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3159686028957367, + 0.06242988258600235, + 0.06018664687871933, + 0.050453897565603256, + 0.14778020977973938, + 0.07551303505897522, + 0.05513115972280502, + 0.08350503444671631, + 0.08007579296827316, + 0.06895576417446136 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.2614879310131073 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006766856648027897 + ], + "opposite_logprob_tokens": [ + -5.0067667961120605 + ], + "logprob_reward": -0.006766856648027897, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006766856648027897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4464251697063446, + 0.025665972381830215, + 0.052052296698093414, + 0.019610626623034477, + 0.1882430911064148, + 0.029967239126563072, + 0.023843519389629364, + 0.08556462079286575, + 0.022640801966190338, + 0.10598668456077576 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.006766856648027897 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059001475572586 + ], + "opposite_logprob_tokens": [ + -3.89559006690979 + ], + "logprob_reward": -0.02059001475572586, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059001475572586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34646058082580566, + 0.05499879643321037, + 0.07162952423095703, + 0.03203311935067177, + 0.11506825685501099, + 0.08331432938575745, + 0.09619021415710449, + 0.07444734871387482, + 0.045981232076883316, + 0.0798766240477562 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.02059001475572586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057810313999653 + ], + "opposite_logprob_tokens": [ + -3.895578145980835 + ], + "logprob_reward": -0.02057810313999653, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057810313999653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.452461302280426, + 0.03813086077570915, + 0.036341071128845215, + 0.048097819089889526, + 0.20075447857379913, + 0.030742231756448746, + 0.028708500787615776, + 0.040286991745233536, + 0.03780343756079674, + 0.08667325973510742 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.02057810313999653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a muscular, bare-chested figure with bronzed skin visible straining to lift a massive gray granite stele?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stele display weathered cracks and illegible ancient inscriptions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stream of grayish-white dust and fine gravel falling from the base of the stele as it is lifted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, spotlight-like beam slanting in from off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054940417408943176 + ], + "opposite_logprob_tokens": [ + -2.9299404621124268 + ], + "logprob_reward": -0.054940417408943176, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054940417408943176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37390363216400146, + 0.05805742368102074, + 0.0678369328379631, + 0.05087066441774368, + 0.059650443494319916, + 0.03549673780798912, + 0.049182865768671036, + 0.06247156858444214, + 0.11540954560041428, + 0.12712013721466064 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.054940417408943176 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_4/index_tensor([6875, 6875])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_4/index_tensor([6875, 6875])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3bc26c6f640ad354e874c50c063b2b6aa09748bb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_4/index_tensor([6875, 6875])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static shot, rendered with a hyper-realistic, high-definition digital look, depicts the immense power of a massive industrial printing press in a vast, darkened foundry. The camera remains steady as the press, a monolithic structure of dark, oil-stained steel, scarred by years of use, descends in relentless, ultra-slow motion. Beneath it, perched atop a solid hammer base, sits a solid, unpolished, raw block of metal, its dull gray surface catching the faint ambient light from the distant, unseen furnace. As the massive pressing plates make contact, the scene is captured in breathtaking detail; the raw block of metal begins to visibly compress, its structure violently buckling and contracting under the immense pressure, failing. Suddenly, it erupts in a silent, explosive burst of fiery sparks. Each particle takes on crystalline clarity, a geyser of incandescent yellow and orange light that brilliantly illuminates the vast space for a fleeting moment, contrasting starkly with the deep shadows of the foundry, before cascading outward and downward, their fiery trail fading into darkness.", + "seed": 17585, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_4/index_6875_seed_17585_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07342793941497802, + "vlm_logprob": -0.07342793941497802, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.07342793941497802, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12823978066444397 + ], + "opposite_logprob_tokens": [ + -2.378239870071411 + ], + "logprob_reward": -0.12823978066444397, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.12823978066444397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3707963824272156, + 0.07340501993894577, + 0.10904653370380402, + 0.023314498364925385, + 0.03221922740340233, + 0.05678241699934006, + 0.10137660056352615, + 0.055541060864925385, + 0.09653396159410477, + 0.08098427951335907 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.12823978066444397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062092091888189316 + ], + "opposite_logprob_tokens": [ + -2.8120920658111572 + ], + "logprob_reward": -0.062092091888189316, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062092091888189316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16369618475437164, + 0.018347062170505524, + 0.0532575286924839, + 0.010692284442484379, + 0.007471481338143349, + 0.007520542945712805, + 0.022620391100645065, + 0.04066172614693642, + 0.592579185962677, + 0.0831536054611206 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.062092091888189316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332732267677784 + ], + "opposite_logprob_tokens": [ + -3.773327350616455 + ], + "logprob_reward": -0.02332732267677784, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332732267677784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4266592860221863, + 0.0760202631354332, + 0.04219427704811096, + 0.033194247633218765, + 0.029571427032351494, + 0.047861672937870026, + 0.07545991241931915, + 0.08681227266788483, + 0.1203361451625824, + 0.061890505254268646 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.02332732267677784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710632383823395 + ], + "opposite_logprob_tokens": [ + -2.1271064281463623 + ], + "logprob_reward": -0.12710632383823395, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710632383823395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31060218811035156, + 0.036384325474500656, + 0.102779820561409, + 0.027346385642886162, + 0.024328608065843582, + 0.04443372040987015, + 0.06467652320861816, + 0.0360015332698822, + 0.2422434389591217, + 0.11120345443487167 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.12710632383823395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374178007245064 + ], + "opposite_logprob_tokens": [ + -3.651374101638794 + ], + "logprob_reward": -0.026374178007245064, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374178007245064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26238253712654114, + 0.026823394000530243, + 0.23420538008213043, + 0.021469207480549812, + 0.019618211314082146, + 0.01731998287141323, + 0.03045947104692459, + 0.07224337011575699, + 0.24288450181484222, + 0.07259398698806763 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.026374178007245064 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot, rendered with a hyper-realistic, high-definition digital look, depicts the immense power of a massive industrial printing press in a vast, darkened foundry. The camera remains steady as the press, a monolithic structure of dark, oil-stained steel, scarred by years of use, descends in relentless, ultra-slow motion. Beneath it, perched atop a solid hammer base, sits a solid, unpolished, raw block of metal, its dull gray surface catching the faint ambient light from the distant, unseen furnace. As the massive pressing plates make contact, the scene is captured in breathtaking detail; the raw block of metal begins to visibly compress, its structure violently buckling and contracting under the immense pressure, failing. Suddenly, it erupts in a silent, explosive burst of fiery sparks. Each particle takes on crystalline clarity, a geyser of incandescent yellow and orange light that brilliantly illuminates the vast space for a fleeting moment, contrasting starkly with the deep shadows of the foundry, before cascading outward and downward, their fiery trail fading into darkness.", + "seed": 17586, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_4/index_6875_seed_17586_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2762914687395096, + "vlm_logprob": -0.2762914687395096, + "vlm_yes_no_margin": 1.250000011920929, + "vlm_token_credit": -0.2762914687395096, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2985343933105469 + ], + "opposite_logprob_tokens": [ + -1.5485343933105469 + ], + "logprob_reward": -0.2985343933105469, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2985343933105469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18192313611507416, + 0.21157725155353546, + 0.12308237701654434, + 0.10961923003196716, + 0.06837913393974304, + 0.08253422379493713, + 0.0509411059319973, + 0.08444125205278397, + 0.04612584039568901, + 0.041376449167728424 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.2985343933105469 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42895764112472534 + ], + "opposite_logprob_tokens": [ + -1.0539577007293701 + ], + "logprob_reward": -0.42895764112472534, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42895764112472534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2828393578529358, + 0.14099958539009094, + 0.10223154723644257, + 0.1367970108985901, + 0.10616588592529297, + 0.06089035049080849, + 0.07324054092168808, + 0.03747934103012085, + 0.029496386647224426, + 0.029859960079193115 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.42895764112472534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799648404121399 + ], + "opposite_logprob_tokens": [ + -1.8049647808074951 + ], + "logprob_reward": -0.1799648404121399, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799648404121399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22414107620716095, + 0.14701847732067108, + 0.13742993772029877, + 0.11212718486785889, + 0.06833834946155548, + 0.0812375470995903, + 0.11798013001680374, + 0.04948532581329346, + 0.03970329463481903, + 0.02253863587975502 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.1799648404121399 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135431110858917 + ], + "opposite_logprob_tokens": [ + -1.3135430812835693 + ], + "logprob_reward": -0.3135431110858917, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135431110858917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07870588451623917, + 0.09655189514160156, + 0.13371051847934723, + 0.10139408707618713, + 0.05965632200241089, + 0.1393447369337082, + 0.1552528440952301, + 0.06465762853622437, + 0.14489249885082245, + 0.02583361603319645 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.3135431110858917 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16045735776424408 + ], + "opposite_logprob_tokens": [ + -1.9104573726654053 + ], + "logprob_reward": -0.16045735776424408, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16045735776424408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41424447298049927, + 0.09034158289432526, + 0.053578298538923264, + 0.06080689653754234, + 0.0473911389708519, + 0.08764241635799408, + 0.04082639515399933, + 0.11691688001155853, + 0.06898324191570282, + 0.01926860399544239 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.16045735776424408 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot, rendered with a hyper-realistic, high-definition digital look, depicts the immense power of a massive industrial printing press in a vast, darkened foundry. The camera remains steady as the press, a monolithic structure of dark, oil-stained steel, scarred by years of use, descends in relentless, ultra-slow motion. Beneath it, perched atop a solid hammer base, sits a solid, unpolished, raw block of metal, its dull gray surface catching the faint ambient light from the distant, unseen furnace. As the massive pressing plates make contact, the scene is captured in breathtaking detail; the raw block of metal begins to visibly compress, its structure violently buckling and contracting under the immense pressure, failing. Suddenly, it erupts in a silent, explosive burst of fiery sparks. Each particle takes on crystalline clarity, a geyser of incandescent yellow and orange light that brilliantly illuminates the vast space for a fleeting moment, contrasting starkly with the deep shadows of the foundry, before cascading outward and downward, their fiery trail fading into darkness.", + "seed": 17587, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_4/index_6875_seed_17587_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18141549974679946, + "vlm_logprob": -0.18141549974679946, + "vlm_yes_no_margin": 1.875000011920929, + "vlm_token_credit": -0.18141549974679946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.461983859539032 + ], + "opposite_logprob_tokens": [ + -1.0869839191436768 + ], + "logprob_reward": -0.461983859539032, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.461983859539032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09401498734951019, + 0.09889800101518631, + 0.05342555418610573, + 0.10093051940202713, + 0.11307781934738159, + 0.2744562029838562, + 0.09604468196630478, + 0.07505238056182861, + 0.06918985396623611, + 0.02491001784801483 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.461983859539032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14286307990550995 + ], + "opposite_logprob_tokens": [ + -2.0178630352020264 + ], + "logprob_reward": -0.14286307990550995, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14286307990550995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1364249885082245, + 0.0560106597840786, + 0.035002682358026505, + 0.09905505180358887, + 0.0326499305665493, + 0.11156772822141647, + 0.08391901850700378, + 0.11150532960891724, + 0.1392483115196228, + 0.19461634755134583 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.14286307990550995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12712615728378296 + ], + "opposite_logprob_tokens": [ + -2.1271262168884277 + ], + "logprob_reward": -0.12712615728378296, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12712615728378296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08862457424402237, + 0.05568746104836464, + 0.035614438354969025, + 0.06801611185073853, + 0.02457505650818348, + 0.21349875628948212, + 0.17552649974822998, + 0.13554364442825317, + 0.15097525715827942, + 0.05193823575973511 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.12712615728378296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11300794035196304 + ], + "opposite_logprob_tokens": [ + -2.2380080223083496 + ], + "logprob_reward": -0.11300794035196304, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11300794035196304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04472222924232483, + 0.0287027508020401, + 0.024197541177272797, + 0.05413719266653061, + 0.027836482971906662, + 0.26906588673591614, + 0.11606162786483765, + 0.21361732482910156, + 0.14577347040176392, + 0.07588551193475723 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.11300794035196304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209646165370941 + ], + "opposite_logprob_tokens": [ + -2.812096357345581 + ], + "logprob_reward": -0.06209646165370941, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209646165370941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1356843262910843, + 0.0728050097823143, + 0.027674736455082893, + 0.0817815437912941, + 0.025561446323990822, + 0.17701198160648346, + 0.16018827259540558, + 0.13010194897651672, + 0.057595156133174896, + 0.1315956562757492 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.06209646165370941 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot, rendered with a hyper-realistic, high-definition digital look, depicts the immense power of a massive industrial printing press in a vast, darkened foundry. The camera remains steady as the press, a monolithic structure of dark, oil-stained steel, scarred by years of use, descends in relentless, ultra-slow motion. Beneath it, perched atop a solid hammer base, sits a solid, unpolished, raw block of metal, its dull gray surface catching the faint ambient light from the distant, unseen furnace. As the massive pressing plates make contact, the scene is captured in breathtaking detail; the raw block of metal begins to visibly compress, its structure violently buckling and contracting under the immense pressure, failing. Suddenly, it erupts in a silent, explosive burst of fiery sparks. Each particle takes on crystalline clarity, a geyser of incandescent yellow and orange light that brilliantly illuminates the vast space for a fleeting moment, contrasting starkly with the deep shadows of the foundry, before cascading outward and downward, their fiery trail fading into darkness.", + "seed": 17588, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_4/index_6875_seed_17588_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08654558211565018, + "vlm_logprob": -0.08654558211565018, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.08654558211565018, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24537219107151031 + ], + "opposite_logprob_tokens": [ + -1.6203721761703491 + ], + "logprob_reward": -0.24537219107151031, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.24537219107151031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21553580462932587, + 0.09700328856706619, + 0.11360766738653183, + 0.1370214819908142, + 0.10520724207162857, + 0.09627731889486313, + 0.0642085075378418, + 0.05753052234649658, + 0.037185363471508026, + 0.07642284780740738 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.24537219107151031 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373924642801285 + ], + "opposite_logprob_tokens": [ + -3.4087393283843994 + ], + "logprob_reward": -0.03373924642801285, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373924642801285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09332620352506638, + 0.09106776863336563, + 0.16219741106033325, + 0.09674039483070374, + 0.088310606777668, + 0.06682094186544418, + 0.11429896950721741, + 0.06910639256238937, + 0.11631549894809723, + 0.10181576758623123 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.03373924642801285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814170882105827 + ], + "opposite_logprob_tokens": [ + -3.2881417274475098 + ], + "logprob_reward": -0.03814170882105827, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814170882105827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11037323623895645, + 0.08902435749769211, + 0.12807664275169373, + 0.10417700558900833, + 0.09969925135374069, + 0.09770757704973221, + 0.07692641019821167, + 0.07897552847862244, + 0.13948699831962585, + 0.07555299997329712 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.03814170882105827 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910151571035385 + ], + "opposite_logprob_tokens": [ + -2.464101552963257 + ], + "logprob_reward": -0.08910151571035385, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910151571035385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14379040896892548, + 0.10129117965698242, + 0.06221401318907738, + 0.0653684139251709, + 0.07955987006425858, + 0.08352630585432053, + 0.17951756715774536, + 0.09476232528686523, + 0.14986906945705414, + 0.0401008278131485 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.08910151571035385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static without camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive industrial printing press made of dark, oil-stained steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the press descend in ultra-slow motion to compress a raw block of metal beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal block erupt in a silent burst of fiery sparks with crystalline clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic and high-definition with incandescent yellow and orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373248547315598 + ], + "opposite_logprob_tokens": [ + -3.6513731479644775 + ], + "logprob_reward": -0.026373248547315598, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373248547315598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12302440404891968, + 0.1644689291715622, + 0.08351845294237137, + 0.07731391489505768, + 0.13013949990272522, + 0.08911573886871338, + 0.11612021923065186, + 0.08766243606805801, + 0.10225527733564377, + 0.02638103999197483 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.026373248547315598 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_6/index_tensor([8767, 8767])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_6/index_tensor([8767, 8767])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..548ec75abfa99cf6ff8227190c7e6640192ac4a1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_6/index_tensor([8767, 8767])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static close-up shot, taken from outside an open refrigerator at eye level and employing a very shallow depth of field, sharply focuses on a slender, fair hand as it deliberately reaches into the cold, bright interior. A harsh, cool-white LED light from within the refrigerator illuminates the scene, casting sharp highlights on the hand's smooth skin and causing a faint puff of cold steam to curl around the fingers as they enter the space. Against a soft-focus background, the blurred shapes of a glass jar, a carton of milk, and colorful vegetables in a crisp drawer create a richly textured, domestic backdrop. The hand moves steadily and purposefully, its long, graceful fingers and neatly manicured nails weaving through the blurred shapes before gently closing the clear glass bottle, a movement rendered in minute detail and clarity by the out-of-focus setting. The extremely shallow depth of field isolates this simple gesture, creating a quiet, focused, and almost clinical atmosphere, where the texture of the hand and the condensation on the bottle are the sole points of visual and narrative importance.", + "seed": 30084, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_6/index_8767_seed_30084_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08332333406433463, + "vlm_logprob": -0.08332333406433463, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.08332333406433463, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0685768574476242 + ], + "opposite_logprob_tokens": [ + -2.8185768127441406 + ], + "logprob_reward": -0.0685768574476242, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0685768574476242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015248625539243221, + 0.00393866840749979, + 0.0041146306321024895, + 0.008435248397290707, + 0.0035871309228241444, + 0.002221318194642663, + 0.004837664309889078, + 0.002467085374519229, + 0.005047391634434462, + 0.9501021504402161 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0685768574476242 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521529793739319 + ], + "opposite_logprob_tokens": [ + -1.502152919769287 + ], + "logprob_reward": -0.2521529793739319, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521529793739319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025747714564204216, + 0.005222078412771225, + 0.005846136715263128, + 0.021154027432203293, + 0.012988753616809845, + 0.005338592920452356, + 0.023355018347501755, + 0.006802486255764961, + 0.006116999313235283, + 0.8874282240867615 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.2521529793739319 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639478426426649 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639478426426649, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639478426426649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0339336059987545, + 0.010572901926934719, + 0.023801838979125023, + 0.011601690202951431, + 0.012330364435911179, + 0.026877284049987793, + 0.02189856953918934, + 0.009607640095055103, + 0.010461528785526752, + 0.8389145731925964 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.007639478426426649 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202755600214005 + ], + "opposite_logprob_tokens": [ + -4.018202781677246 + ], + "logprob_reward": -0.018202755600214005, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018202755600214005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027001187205314636, + 0.005966942757368088, + 0.0063388957642018795, + 0.010751415975391865, + 0.005211410578340292, + 0.004479129333049059, + 0.015506215393543243, + 0.005539337173104286, + 0.008496868424117565, + 0.9107086658477783 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.018202755600214005 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004459947347641 + ], + "opposite_logprob_tokens": [ + -2.69504451751709 + ], + "logprob_reward": -0.07004459947347641, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004459947347641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056654661893844604, + 0.02039012871682644, + 0.01830112747848034, + 0.01473053265362978, + 0.0072265611961483955, + 0.04324235022068024, + 0.11503962427377701, + 0.018343986943364143, + 0.01884174533188343, + 0.687229335308075 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.07004459947347641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot, taken from outside an open refrigerator at eye level and employing a very shallow depth of field, sharply focuses on a slender, fair hand as it deliberately reaches into the cold, bright interior. A harsh, cool-white LED light from within the refrigerator illuminates the scene, casting sharp highlights on the hand's smooth skin and causing a faint puff of cold steam to curl around the fingers as they enter the space. Against a soft-focus background, the blurred shapes of a glass jar, a carton of milk, and colorful vegetables in a crisp drawer create a richly textured, domestic backdrop. The hand moves steadily and purposefully, its long, graceful fingers and neatly manicured nails weaving through the blurred shapes before gently closing the clear glass bottle, a movement rendered in minute detail and clarity by the out-of-focus setting. The extremely shallow depth of field isolates this simple gesture, creating a quiet, focused, and almost clinical atmosphere, where the texture of the hand and the condensation on the bottle are the sole points of visual and narrative importance.", + "seed": 30085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_6/index_8767_seed_30085_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10209867786616086, + "vlm_logprob": -0.10209867786616086, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.10209867786616086, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1046515628695488 + ], + "opposite_logprob_tokens": [ + -2.35465145111084 + ], + "logprob_reward": -0.1046515628695488, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1046515628695488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08827660232782364, + 0.1047334372997284, + 0.16649214923381805, + 0.07312748581171036, + 0.025850551202893257, + 0.0489409975707531, + 0.24326498806476593, + 0.14484231173992157, + 0.051930539309978485, + 0.05254095047712326 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.1046515628695488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134889006614685 + ], + "opposite_logprob_tokens": [ + -1.3134889602661133 + ], + "logprob_reward": -0.3134889006614685, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134889006614685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16286928951740265, + 0.11388929933309555, + 0.23467956483364105, + 0.04589664191007614, + 0.02718898095190525, + 0.020350048318505287, + 0.07559768855571747, + 0.16910801827907562, + 0.05479785054922104, + 0.09562259167432785 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.3134889006614685 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208580367267132 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208580367267132, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208580367267132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1503009796142578, + 0.30718398094177246, + 0.08400500565767288, + 0.05769750848412514, + 0.04507794231176376, + 0.018572377040982246, + 0.02482524700462818, + 0.1050739511847496, + 0.1536649614572525, + 0.05359802022576332 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.014208580367267132 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160837359726429 + ], + "opposite_logprob_tokens": [ + -4.141083717346191 + ], + "logprob_reward": -0.0160837359726429, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160837359726429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08169694244861603, + 0.1342502236366272, + 0.04647482931613922, + 0.13759984076023102, + 0.0341515876352787, + 0.03989681974053383, + 0.0618286095559597, + 0.2267092615365982, + 0.08236031234264374, + 0.15503157675266266 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.0160837359726429 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062060609459877014 + ], + "opposite_logprob_tokens": [ + -2.812060594558716 + ], + "logprob_reward": -0.062060609459877014, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062060609459877014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0791654884815216, + 0.1317874640226364, + 0.025038182735443115, + 0.025812305510044098, + 0.0282809566706419, + 0.02723534405231476, + 0.11558905988931656, + 0.09402918815612793, + 0.13195322453975677, + 0.3411087989807129 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.062060609459877014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot, taken from outside an open refrigerator at eye level and employing a very shallow depth of field, sharply focuses on a slender, fair hand as it deliberately reaches into the cold, bright interior. A harsh, cool-white LED light from within the refrigerator illuminates the scene, casting sharp highlights on the hand's smooth skin and causing a faint puff of cold steam to curl around the fingers as they enter the space. Against a soft-focus background, the blurred shapes of a glass jar, a carton of milk, and colorful vegetables in a crisp drawer create a richly textured, domestic backdrop. The hand moves steadily and purposefully, its long, graceful fingers and neatly manicured nails weaving through the blurred shapes before gently closing the clear glass bottle, a movement rendered in minute detail and clarity by the out-of-focus setting. The extremely shallow depth of field isolates this simple gesture, creating a quiet, focused, and almost clinical atmosphere, where the texture of the hand and the condensation on the bottle are the sole points of visual and narrative importance.", + "seed": 30086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_6/index_8767_seed_30086_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06899539940059185, + "vlm_logprob": -0.06899539940059185, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.06899539940059185, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08467215299606323 + ], + "opposite_logprob_tokens": [ + -2.584672212600708 + ], + "logprob_reward": -0.08467215299606323, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08467215299606323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2379465103149414, + 0.10835256427526474, + 0.07911527901887894, + 0.14137960970401764, + 0.06774736940860748, + 0.10220048576593399, + 0.07216628640890121, + 0.019259192049503326, + 0.12152267247438431, + 0.050310052931308746 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.08467215299606323 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711377441883087 + ], + "opposite_logprob_tokens": [ + -2.1271138191223145 + ], + "logprob_reward": -0.12711377441883087, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711377441883087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2586251497268677, + 0.10260001569986343, + 0.08554129302501678, + 0.07045676559209824, + 0.08763046562671661, + 0.21323193609714508, + 0.042451128363609314, + 0.03296222165226936, + 0.02627052552998066, + 0.08023049682378769 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.12711377441883087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810843080282211 + ], + "opposite_logprob_tokens": [ + -3.2881083488464355 + ], + "logprob_reward": -0.03810843080282211, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810843080282211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08609922975301743, + 0.08071954548358917, + 0.08266343921422958, + 0.050954874604940414, + 0.10967563092708588, + 0.39780187606811523, + 0.07161842286586761, + 0.04318954423069954, + 0.024554112926125526, + 0.052723318338394165 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.03810843080282211 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081741079688072 + ], + "opposite_logprob_tokens": [ + -4.141081809997559 + ], + "logprob_reward": -0.016081741079688072, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081741079688072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2863154113292694, + 0.23227472603321075, + 0.0647197961807251, + 0.07127733528614044, + 0.07400472462177277, + 0.11502290517091751, + 0.060103755444288254, + 0.021053282544016838, + 0.03416280820965767, + 0.0410652682185173 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.016081741079688072 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900089770555496 + ], + "opposite_logprob_tokens": [ + -2.579000949859619 + ], + "logprob_reward": -0.07900089770555496, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900089770555496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13606292009353638, + 0.358358770608902, + 0.06294027715921402, + 0.051189929246902466, + 0.05238983407616615, + 0.13840167224407196, + 0.07954145222902298, + 0.01504848338663578, + 0.04028751328587532, + 0.06577908992767334 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.07900089770555496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot, taken from outside an open refrigerator at eye level and employing a very shallow depth of field, sharply focuses on a slender, fair hand as it deliberately reaches into the cold, bright interior. A harsh, cool-white LED light from within the refrigerator illuminates the scene, casting sharp highlights on the hand's smooth skin and causing a faint puff of cold steam to curl around the fingers as they enter the space. Against a soft-focus background, the blurred shapes of a glass jar, a carton of milk, and colorful vegetables in a crisp drawer create a richly textured, domestic backdrop. The hand moves steadily and purposefully, its long, graceful fingers and neatly manicured nails weaving through the blurred shapes before gently closing the clear glass bottle, a movement rendered in minute detail and clarity by the out-of-focus setting. The extremely shallow depth of field isolates this simple gesture, creating a quiet, focused, and almost clinical atmosphere, where the texture of the hand and the condensation on the bottle are the sole points of visual and narrative importance.", + "seed": 30087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_6/index_8767_seed_30087_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0610694408416748, + "vlm_logprob": -0.0610694408416748, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.0610694408416748, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09141064435243607 + ], + "opposite_logprob_tokens": [ + -2.4664106369018555 + ], + "logprob_reward": -0.09141064435243607, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09141064435243607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07834318280220032, + 0.054647110402584076, + 0.2358979433774948, + 0.10914794355630875, + 0.05126339569687843, + 0.05815785750746727, + 0.18198110163211823, + 0.08796472102403641, + 0.07838572561740875, + 0.06421095132827759 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.09141064435243607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037793219089508 + ], + "opposite_logprob_tokens": [ + -2.3503780364990234 + ], + "logprob_reward": -0.10037793219089508, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037793219089508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15387356281280518, + 0.058290280401706696, + 0.22172315418720245, + 0.039439838379621506, + 0.05329853296279907, + 0.030945302918553352, + 0.049817878752946854, + 0.06105559691786766, + 0.2749435007572174, + 0.056612350046634674 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.10037793219089508 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792622178792953 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792622178792953, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792622178792953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1156943216919899, + 0.05454658344388008, + 0.08311435580253601, + 0.11699837446212769, + 0.05011466145515442, + 0.06307588517665863, + 0.050259336829185486, + 0.2080259770154953, + 0.14842209219932556, + 0.10974843800067902 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.009792622178792953 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337250716984272 + ], + "opposite_logprob_tokens": [ + -3.4087250232696533 + ], + "logprob_reward": -0.0337250716984272, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337250716984272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1680135428905487, + 0.05331173911690712, + 0.20776055753231049, + 0.10103074461221695, + 0.10303554683923721, + 0.054995421320199966, + 0.03300486505031586, + 0.04391548037528992, + 0.08364684134721756, + 0.15128527581691742 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0337250716984272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from outside an open refrigerator at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a harsh, cool-white LED light from within the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair hand with neatly manicured nails visible reaching into the refrigerator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred shapes of a glass jar, a carton of milk, and colorful vegetables visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand gently close a clear glass bottle while a faint puff of cold steam curls around the fingers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004093378782272 + ], + "opposite_logprob_tokens": [ + -2.6950409412384033 + ], + "logprob_reward": -0.07004093378782272, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004093378782272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1710246503353119, + 0.03682553768157959, + 0.14065217971801758, + 0.029710443690419197, + 0.02706371247768402, + 0.03838180750608444, + 0.18107068538665771, + 0.1397184133529663, + 0.13828566670417786, + 0.09726693481206894 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.07004093378782272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_7/index_tensor([3009, 3009])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_7/index_tensor([3009, 3009])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..325e030cf18dc628e12d6e6669e72c2ab7a1fdd9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_7/index_tensor([3009, 3009])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-speed, first-person tracking shot propels the viewer relentlessly forward at a dizzying pace, through the heart of a vast underground digital tunnel. Rather than a solid substance, the tube's walls appear as translucent, polished surfaces of pure energy, constantly pulsing with waves of electric blue and cool cyan light, revealing the intricate grid-like patterns flowing beneath the surface. Countless data packets, imagined as bright, glowing tracers of white, gold, and magenta, whiz by in dense streams, their glowing tails creating a profound and dizzying sense of speed. The camera's movement is both aggressive and fluid as it navigates the complex, branching paths of the information highway; it seamlessly banks hard to the left, tilting the entire angle to follow a newly opened fork in the tunnel. The entire scene is rendered with crisp digital realism, with ultra-sharp focus and clear, crisp lines, creating the thrilling and overwhelming atmosphere of immersion in a pure, high-speed flow of information.", + "seed": 26885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_7/index_3009_seed_26885_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12530348412692546, + "vlm_logprob": -0.12530348412692546, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.12530348412692546, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.287181556224823 + ], + "opposite_logprob_tokens": [ + -1.4121816158294678 + ], + "logprob_reward": -0.287181556224823, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.287181556224823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08680553734302521, + 0.090918630361557, + 0.13266079127788544, + 0.11295134574174881, + 0.10039053857326508, + 0.1268772929906845, + 0.04170449823141098, + 0.026912719011306763, + 0.05272534117102623, + 0.2280532717704773 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.287181556224823 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060297690331936 + ], + "opposite_logprob_tokens": [ + -3.8956029415130615 + ], + "logprob_reward": -0.02060297690331936, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060297690331936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1011783704161644, + 0.0639348030090332, + 0.03944947198033333, + 0.06248084083199501, + 0.11961553990840912, + 0.04415087401866913, + 0.05624500662088394, + 0.0390833280980587, + 0.16973991692066193, + 0.30412185192108154 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.02060297690331936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100605845451355 + ], + "opposite_logprob_tokens": [ + -5.504100799560547 + ], + "logprob_reward": -0.004100605845451355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100605845451355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11143466085195541, + 0.0526835136115551, + 0.05400629714131355, + 0.07525337487459183, + 0.11774875968694687, + 0.042140740901231766, + 0.03233012929558754, + 0.04039449244737625, + 0.13180677592754364, + 0.34220126271247864 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.004100605845451355 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904905617237091 + ], + "opposite_logprob_tokens": [ + -2.4640491008758545 + ], + "logprob_reward": -0.08904905617237091, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904905617237091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0502343475818634, + 0.05405981093645096, + 0.06549415737390518, + 0.08332953602075577, + 0.08772950619459152, + 0.03983254358172417, + 0.034769464284181595, + 0.02999703213572502, + 0.12779924273490906, + 0.4267543852329254 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.08904905617237091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558322548866272 + ], + "opposite_logprob_tokens": [ + -1.6005831956863403 + ], + "logprob_reward": -0.22558322548866272, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558322548866272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07223253697156906, + 0.0392935574054718, + 0.06737884879112244, + 0.06110410392284393, + 0.23321788012981415, + 0.06087992340326309, + 0.03367776796221733, + 0.04833609610795975, + 0.22270013391971588, + 0.1611790806055069 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.22558322548866272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed, first-person tracking shot propels the viewer relentlessly forward at a dizzying pace, through the heart of a vast underground digital tunnel. Rather than a solid substance, the tube's walls appear as translucent, polished surfaces of pure energy, constantly pulsing with waves of electric blue and cool cyan light, revealing the intricate grid-like patterns flowing beneath the surface. Countless data packets, imagined as bright, glowing tracers of white, gold, and magenta, whiz by in dense streams, their glowing tails creating a profound and dizzying sense of speed. The camera's movement is both aggressive and fluid as it navigates the complex, branching paths of the information highway; it seamlessly banks hard to the left, tilting the entire angle to follow a newly opened fork in the tunnel. The entire scene is rendered with crisp digital realism, with ultra-sharp focus and clear, crisp lines, creating the thrilling and overwhelming atmosphere of immersion in a pure, high-speed flow of information.", + "seed": 26886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_7/index_3009_seed_26886_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04032416194677353, + "vlm_logprob": -0.04032416194677353, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.04032416194677353, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06954409927129745 + ], + "opposite_logprob_tokens": [ + -2.8195440769195557 + ], + "logprob_reward": -0.06954409927129745, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06954409927129745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279616355895996, + 0.04416733980178833, + 0.03195323050022125, + 0.034183260053396225, + 0.5240216851234436, + 0.032763220369815826, + 0.04908786341547966, + 0.05354304611682892, + 0.05239778012037277, + 0.04992092773318291 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.06954409927129745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554189190268517 + ], + "opposite_logprob_tokens": [ + -4.387554168701172 + ], + "logprob_reward": -0.012554189190268517, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554189190268517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07950512319803238, + 0.032661762088537216, + 0.09303482621908188, + 0.034628044813871384, + 0.3864048719406128, + 0.02586967870593071, + 0.10857309401035309, + 0.07440964132547379, + 0.0788501426577568, + 0.08606287091970444 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.012554189190268517 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013393727131187916 + ], + "opposite_logprob_tokens": [ + -6.626339435577393 + ], + "logprob_reward": -0.0013393727131187916, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013393727131187916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03633992746472359, + 0.05064447224140167, + 0.05020756274461746, + 0.009799418970942497, + 0.6096025705337524, + 0.037315428256988525, + 0.045295216143131256, + 0.021182382479310036, + 0.09373445808887482, + 0.04587862640619278 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.0013393727131187916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254743155092001 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254743155092001, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254743155092001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09983654320240021, + 0.04035244137048721, + 0.02171013131737709, + 0.009940770454704762, + 0.33963248133659363, + 0.014248770661652088, + 0.20630908012390137, + 0.06559596955776215, + 0.11414681375026703, + 0.08822686225175858 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.005254743155092001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292840540409088 + ], + "opposite_logprob_tokens": [ + -2.2379283905029297 + ], + "logprob_reward": -0.11292840540409088, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292840540409088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11670023947954178, + 0.029205793514847755, + 0.03997861593961716, + 0.028580501675605774, + 0.05993015691637993, + 0.0343674011528492, + 0.1711457520723343, + 0.12770655751228333, + 0.26087096333503723, + 0.1315140724182129 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.11292840540409088 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed, first-person tracking shot propels the viewer relentlessly forward at a dizzying pace, through the heart of a vast underground digital tunnel. Rather than a solid substance, the tube's walls appear as translucent, polished surfaces of pure energy, constantly pulsing with waves of electric blue and cool cyan light, revealing the intricate grid-like patterns flowing beneath the surface. Countless data packets, imagined as bright, glowing tracers of white, gold, and magenta, whiz by in dense streams, their glowing tails creating a profound and dizzying sense of speed. The camera's movement is both aggressive and fluid as it navigates the complex, branching paths of the information highway; it seamlessly banks hard to the left, tilting the entire angle to follow a newly opened fork in the tunnel. The entire scene is rendered with crisp digital realism, with ultra-sharp focus and clear, crisp lines, creating the thrilling and overwhelming atmosphere of immersion in a pure, high-speed flow of information.", + "seed": 26887, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_7/index_3009_seed_26887_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06483783666044474, + "vlm_logprob": -0.06483783666044474, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.06483783666044474, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0935545489192009 + ], + "opposite_logprob_tokens": [ + -2.4685544967651367 + ], + "logprob_reward": -0.0935545489192009, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0935545489192009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05700893700122833, + 0.5414572954177856, + 0.04892943426966667, + 0.039950862526893616, + 0.049159858375787735, + 0.09302519261837006, + 0.040340445935726166, + 0.029665717855095863, + 0.060875073075294495, + 0.039587218314409256 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.0935545489192009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209168031811714 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209168031811714, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209168031811714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09588196128606796, + 0.2413402497768402, + 0.02290056087076664, + 0.07983918488025665, + 0.04296524450182915, + 0.08526940643787384, + 0.08329173922538757, + 0.11233356595039368, + 0.02768331952393055, + 0.20849475264549255 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.014209168031811714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028237728402018547 + ], + "opposite_logprob_tokens": [ + -5.877823829650879 + ], + "logprob_reward": -0.0028237728402018547, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028237728402018547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0960492491722107, + 0.38292697072029114, + 0.021848121657967567, + 0.029987672343850136, + 0.08447091281414032, + 0.05199560895562172, + 0.05937772989273071, + 0.020617567002773285, + 0.025821879506111145, + 0.22690442204475403 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0028237728402018547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033709049224853516 + ], + "opposite_logprob_tokens": [ + -3.4087090492248535 + ], + "logprob_reward": -0.033709049224853516, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033709049224853516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11361126601696014, + 0.2814692258834839, + 0.03390759974718094, + 0.020808110013604164, + 0.03896769881248474, + 0.13424287736415863, + 0.07002589851617813, + 0.019814660772681236, + 0.07446303963661194, + 0.21268965303897858 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.033709049224853516 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798926442861557 + ], + "opposite_logprob_tokens": [ + -1.804892659187317 + ], + "logprob_reward": -0.1798926442861557, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798926442861557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0540175661444664, + 0.08482429385185242, + 0.010200505144894123, + 0.07074660062789917, + 0.10735508054494858, + 0.05663802847266197, + 0.04413199797272682, + 0.020730046555399895, + 0.015571202151477337, + 0.5357846021652222 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.1798926442861557 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed, first-person tracking shot propels the viewer relentlessly forward at a dizzying pace, through the heart of a vast underground digital tunnel. Rather than a solid substance, the tube's walls appear as translucent, polished surfaces of pure energy, constantly pulsing with waves of electric blue and cool cyan light, revealing the intricate grid-like patterns flowing beneath the surface. Countless data packets, imagined as bright, glowing tracers of white, gold, and magenta, whiz by in dense streams, their glowing tails creating a profound and dizzying sense of speed. The camera's movement is both aggressive and fluid as it navigates the complex, branching paths of the information highway; it seamlessly banks hard to the left, tilting the entire angle to follow a newly opened fork in the tunnel. The entire scene is rendered with crisp digital realism, with ultra-sharp focus and clear, crisp lines, creating the thrilling and overwhelming atmosphere of immersion in a pure, high-speed flow of information.", + "seed": 26888, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_7/index_3009_seed_26888_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03311230950057507, + "vlm_logprob": -0.03311230950057507, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03311230950057507, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027305729687213898 + ], + "opposite_logprob_tokens": [ + -3.902305841445923 + ], + "logprob_reward": -0.027305729687213898, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.027305729687213898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06493579596281052, + 0.026860728859901428, + 0.10270246863365173, + 0.07211808860301971, + 0.05244265869259834, + 0.04303748533129692, + 0.057156603783369064, + 0.5089370608329773, + 0.024593643844127655, + 0.047215450555086136 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.027305729687213898 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369765400886536 + ], + "opposite_logprob_tokens": [ + -3.65136981010437 + ], + "logprob_reward": -0.026369765400886536, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369765400886536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08554243296384811, + 0.04122680425643921, + 0.01814243011176586, + 0.11368665844202042, + 0.10452748090028763, + 0.019125208258628845, + 0.11007058620452881, + 0.44059279561042786, + 0.025591446086764336, + 0.04149413853883743 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.026369765400886536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046434905380010605 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.0046434905380010605, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046434905380010605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04649043083190918, + 0.029234211891889572, + 0.020599061623215675, + 0.26429030299186707, + 0.044937677681446075, + 0.01855071447789669, + 0.46895548701286316, + 0.031472206115722656, + 0.03458265960216522, + 0.040887169539928436 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.0046434905380010605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018196552991867065 + ], + "opposite_logprob_tokens": [ + -4.0181965827941895 + ], + "logprob_reward": -0.018196552991867065, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018196552991867065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1711815446615219, + 0.10405374318361282, + 0.09928787499666214, + 0.08010217547416687, + 0.042600832879543304, + 0.03302676975727081, + 0.16085001826286316, + 0.13523466885089874, + 0.12012647092342377, + 0.05353584885597229 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.018196552991867065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a first-person view moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tunnel walls appear as translucent, polished surfaces of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tunnel walls pulsing with waves of electric blue and cool cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright, glowing tracers of white, gold, and magenta representing data packets whiz by in dense streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera bank hard to the left and tilt to follow a fork in the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904600888490677 + ], + "opposite_logprob_tokens": [ + -2.464046001434326 + ], + "logprob_reward": -0.08904600888490677, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904600888490677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08275391161441803, + 0.030357014387845993, + 0.13387344777584076, + 0.23336192965507507, + 0.22476507723331451, + 0.04306254908442497, + 0.03894452378153801, + 0.05298111215233803, + 0.06029076129198074, + 0.09960967302322388 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.08904600888490677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_8/index_tensor([9019, 9019])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_8/index_tensor([9019, 9019])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e8c78040f500e73eade321e65c77c3259d325b66 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_8/index_tensor([9019, 9019])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, tight tracking shot follows the massive, churning wheels of a ghostly locomotive as it hurtles relentlessly along an ethereal track suspended in pure night. The scene is rendered in a dramatic comic book style, characterized by thick, stark black ink and bold graphic outlines that define the mighty machinery. Forged from black, pitted iron, the massive drive wheels appear to absorb all light and are enveloped in a cold, ghostly glow. They spin with unstoppable momentum, while massive pistons, emitting the sickly cyan energy within, pump violently, driving the mechanism with unearthly force. Dynamic, sharp lines of motion streak horizontally across the frame, visually screaming the train's incredible speed. Ghostly light spills from unseen windows above, casting long, twisting shadows that illuminate the churning wheels, while sparks of pure ectoplasm erupt where the spectral metal meets the gleaming, translucent rails. The interplay of deep shadows and brilliant, sinister light creates a powerful black-and-white contrast, establishing a dramatic and awe-inspiring atmosphere imbued with unstoppable, otherworldly power.", + "seed": 28614, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_8/index_9019_seed_28614_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03369816495105624, + "vlm_logprob": -0.03369816495105624, + "vlm_yes_no_margin": 4.474999976158142, + "vlm_token_credit": -0.03369816495105624, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009688970632851124 + ], + "opposite_logprob_tokens": [ + -4.759688854217529 + ], + "logprob_reward": -0.009688970632851124, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009688970632851124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07029472291469574, + 0.10445079952478409, + 0.052796803414821625, + 0.038229867815971375, + 0.02338518388569355, + 0.04999701678752899, + 0.38107308745384216, + 0.07060546427965164, + 0.16917376220226288, + 0.039993323385715485 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.009688970632851124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279280602931976 + ], + "opposite_logprob_tokens": [ + -2.0177927017211914 + ], + "logprob_reward": -0.14279280602931976, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14279280602931976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11189598590135574, + 0.05317549780011177, + 0.020509984344244003, + 0.03927076607942581, + 0.055707260966300964, + 0.12971077859401703, + 0.176435187458992, + 0.28965049982070923, + 0.07149215787649155, + 0.052151888608932495 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.14279280602931976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637083038687706 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637083038687706, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637083038687706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14441990852355957, + 0.11900712549686432, + 0.04006063938140869, + 0.06982193887233734, + 0.03342844545841217, + 0.27774885296821594, + 0.04434918239712715, + 0.05485104024410248, + 0.16985781490802765, + 0.04645504429936409 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.004637083038687706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737136282026768 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737136282026768, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737136282026768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.170562282204628, + 0.20268823206424713, + 0.048849690705537796, + 0.03926302492618561, + 0.03502311557531357, + 0.15410812199115753, + 0.12527285516262054, + 0.16322848200798035, + 0.027239013463258743, + 0.03376525267958641 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.006737136282026768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634828772395849 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004634828772395849, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634828772395849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12255549430847168, + 0.08754973858594894, + 0.09804633259773254, + 0.09632163494825363, + 0.039747532457113266, + 0.06409753113985062, + 0.24321597814559937, + 0.0605529248714447, + 0.036304499953985214, + 0.15160830318927765 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.004634828772395849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tight tracking shot follows the massive, churning wheels of a ghostly locomotive as it hurtles relentlessly along an ethereal track suspended in pure night. The scene is rendered in a dramatic comic book style, characterized by thick, stark black ink and bold graphic outlines that define the mighty machinery. Forged from black, pitted iron, the massive drive wheels appear to absorb all light and are enveloped in a cold, ghostly glow. They spin with unstoppable momentum, while massive pistons, emitting the sickly cyan energy within, pump violently, driving the mechanism with unearthly force. Dynamic, sharp lines of motion streak horizontally across the frame, visually screaming the train's incredible speed. Ghostly light spills from unseen windows above, casting long, twisting shadows that illuminate the churning wheels, while sparks of pure ectoplasm erupt where the spectral metal meets the gleaming, translucent rails. The interplay of deep shadows and brilliant, sinister light creates a powerful black-and-white contrast, establishing a dramatic and awe-inspiring atmosphere imbued with unstoppable, otherworldly power.", + "seed": 28615, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_8/index_9019_seed_28615_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11075050281360746, + "vlm_logprob": -0.11075050281360746, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.11075050281360746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0070795160718262196 + ], + "opposite_logprob_tokens": [ + -5.007079601287842 + ], + "logprob_reward": -0.0070795160718262196, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0070795160718262196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1703043431043625, + 0.1599421352148056, + 0.017525741830468178, + 0.028754686936736107, + 0.04142092540860176, + 0.06639659404754639, + 0.06681675463914871, + 0.2098054140806198, + 0.07693315297365189, + 0.16210022568702698 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0070795160718262196 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47423404455184937 + ], + "opposite_logprob_tokens": [ + -0.9742340445518494 + ], + "logprob_reward": -0.47423404455184937, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47423404455184937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17178474366664886, + 0.15822947025299072, + 0.023234736174345016, + 0.026623696088790894, + 0.06962227821350098, + 0.05066044256091118, + 0.04890349507331848, + 0.08167345821857452, + 0.024423273280262947, + 0.34484440088272095 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.47423404455184937 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038083530962467194 + ], + "opposite_logprob_tokens": [ + -3.288083553314209 + ], + "logprob_reward": -0.038083530962467194, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038083530962467194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25884345173835754, + 0.10239900648593903, + 0.04802649840712547, + 0.06418532133102417, + 0.052117206156253815, + 0.06907348334789276, + 0.03967743366956711, + 0.28375521302223206, + 0.03559516742825508, + 0.04632718116044998 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.038083530962467194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232852790504694 + ], + "opposite_logprob_tokens": [ + -3.773285388946533 + ], + "logprob_reward": -0.0232852790504694, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232852790504694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22639401257038116, + 0.14258459210395813, + 0.04128798097372055, + 0.05258554965257645, + 0.10858657211065292, + 0.07670928537845612, + 0.05457178130745888, + 0.16413423418998718, + 0.06832396984100342, + 0.06482189893722534 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0232852790504694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070143431425095 + ], + "opposite_logprob_tokens": [ + -4.511070251464844 + ], + "logprob_reward": -0.011070143431425095, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070143431425095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1317090094089508, + 0.08965710550546646, + 0.029360175132751465, + 0.04414414241909981, + 0.093289315700531, + 0.08430011570453644, + 0.04447733610868454, + 0.1861628144979477, + 0.08947858959436417, + 0.20742136240005493 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.011070143431425095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tight tracking shot follows the massive, churning wheels of a ghostly locomotive as it hurtles relentlessly along an ethereal track suspended in pure night. The scene is rendered in a dramatic comic book style, characterized by thick, stark black ink and bold graphic outlines that define the mighty machinery. Forged from black, pitted iron, the massive drive wheels appear to absorb all light and are enveloped in a cold, ghostly glow. They spin with unstoppable momentum, while massive pistons, emitting the sickly cyan energy within, pump violently, driving the mechanism with unearthly force. Dynamic, sharp lines of motion streak horizontally across the frame, visually screaming the train's incredible speed. Ghostly light spills from unseen windows above, casting long, twisting shadows that illuminate the churning wheels, while sparks of pure ectoplasm erupt where the spectral metal meets the gleaming, translucent rails. The interplay of deep shadows and brilliant, sinister light creates a powerful black-and-white contrast, establishing a dramatic and awe-inspiring atmosphere imbued with unstoppable, otherworldly power.", + "seed": 28616, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_8/index_9019_seed_28616_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12187025034800172, + "vlm_logprob": -0.12187025034800172, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.12187025034800172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009456129744648933 + ], + "opposite_logprob_tokens": [ + -4.759456157684326 + ], + "logprob_reward": -0.009456129744648933, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009456129744648933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10759884864091873, + 0.1006418764591217, + 0.12833799421787262, + 0.0404927060008049, + 0.04266202449798584, + 0.26338618993759155, + 0.06034887582063675, + 0.03560248762369156, + 0.037996530532836914, + 0.18293243646621704 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.009456129744648933 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761350393295288 + ], + "opposite_logprob_tokens": [ + -0.8261350393295288 + ], + "logprob_reward": -0.5761350393295288, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761350393295288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09055020660161972, + 0.12709927558898926, + 0.07970348745584488, + 0.036368802189826965, + 0.16250257194042206, + 0.21161197125911713, + 0.059420064091682434, + 0.13004405796527863, + 0.029392724856734276, + 0.07330676913261414 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.5761350393295288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735952105373144 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735952105373144, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735952105373144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16430385410785675, + 0.2438918948173523, + 0.09092584252357483, + 0.023360101506114006, + 0.22720633447170258, + 0.034932322800159454, + 0.07590965181589127, + 0.03731575235724449, + 0.022564347833395004, + 0.07958981394767761 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.006735952105373144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107827853411436 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.01107827853411436, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107827853411436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19233937561511993, + 0.10818657279014587, + 0.17285087704658508, + 0.025584904477000237, + 0.12074203789234161, + 0.16338226199150085, + 0.0320618636906147, + 0.05118747428059578, + 0.02157600410282612, + 0.1120886281132698 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.01107827853411436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945852026343346 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.005945852026343346, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945852026343346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10102067142724991, + 0.049721281975507736, + 0.13922420144081116, + 0.033961039036512375, + 0.13962320983409882, + 0.20965145528316498, + 0.05470642074942589, + 0.09143533557653427, + 0.05501312389969826, + 0.1256432682275772 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.005945852026343346 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tight tracking shot follows the massive, churning wheels of a ghostly locomotive as it hurtles relentlessly along an ethereal track suspended in pure night. The scene is rendered in a dramatic comic book style, characterized by thick, stark black ink and bold graphic outlines that define the mighty machinery. Forged from black, pitted iron, the massive drive wheels appear to absorb all light and are enveloped in a cold, ghostly glow. They spin with unstoppable momentum, while massive pistons, emitting the sickly cyan energy within, pump violently, driving the mechanism with unearthly force. Dynamic, sharp lines of motion streak horizontally across the frame, visually screaming the train's incredible speed. Ghostly light spills from unseen windows above, casting long, twisting shadows that illuminate the churning wheels, while sparks of pure ectoplasm erupt where the spectral metal meets the gleaming, translucent rails. The interplay of deep shadows and brilliant, sinister light creates a powerful black-and-white contrast, establishing a dramatic and awe-inspiring atmosphere imbued with unstoppable, otherworldly power.", + "seed": 28617, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_8/index_9019_seed_28617_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1136212076060474, + "vlm_logprob": -0.1136212076060474, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.1136212076060474, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016988234594464302 + ], + "opposite_logprob_tokens": [ + -4.141988277435303 + ], + "logprob_reward": -0.016988234594464302, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016988234594464302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16493535041809082, + 0.04527072608470917, + 0.09822641313076019, + 0.03130659833550453, + 0.18126347661018372, + 0.15599298477172852, + 0.11895960569381714, + 0.0456325002014637, + 0.04478443041443825, + 0.11362793296575546 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.016988234594464302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233239531517029 + ], + "opposite_logprob_tokens": [ + -0.8983239531517029 + ], + "logprob_reward": -0.5233239531517029, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233239531517029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13821551203727722, + 0.10790856182575226, + 0.1157761812210083, + 0.1828855574131012, + 0.10712695121765137, + 0.16306325793266296, + 0.04115805774927139, + 0.05985543876886368, + 0.03478636592626572, + 0.04922416806221008 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.5233239531517029 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628949359059334 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628949359059334, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628949359059334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08516202867031097, + 0.014188761822879314, + 0.054310861974954605, + 0.6609720587730408, + 0.033504221588373184, + 0.0171789713203907, + 0.08578760176897049, + 0.01900850608944893, + 0.016062220558524132, + 0.01382477954030037 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.007628949359059334 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071418300271034 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071418300271034, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071418300271034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0811200961470604, + 0.10310524702072144, + 0.37123697996139526, + 0.1118946298956871, + 0.043282609432935715, + 0.05081301927566528, + 0.06104977801442146, + 0.03225858137011528, + 0.0373852364718914, + 0.10785383731126785 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.016071418300271034 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive locomotive with churning wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive traveling on a track suspended in a pure night environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a dramatic comic book style with thick black ink and bold graphic outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the drive wheels appear black and pitted, enveloped in a cold ghostly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tight tracking shot following the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040934826247394085 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.0040934826247394085, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040934826247394085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1136743351817131, + 0.11268966645002365, + 0.029824670404195786, + 0.06307855993509293, + 0.09413991123437881, + 0.22128215432167053, + 0.12098755687475204, + 0.09228405356407166, + 0.09021807461977005, + 0.06182105839252472 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.0040934826247394085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_9/index_tensor([3127, 3127])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_9/index_tensor([3127, 3127])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..68cf365afb8e87c09f54a457840786612bf1b729 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_9/index_tensor([3127, 3127])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level, medium shot depicts a carefully controlled interaction in a brightly lit, minimalist, high-tech studio. A sleek, anthropomorphic robot, its entire body forged from highly polished, liquid-like chrome, is anchored to the left side of the frame with perfect stability. Steadily and deliberately, it extends its right arm, extending a cylindrical, microphone-like sensor toward a second robot. The sensor, a matte black instrument with a soft blue light at its tip, is positioned with mechanical precision, just inches from the other robot's head. In response, the second robot, constructed of a contrasting matte white composite material with subtle chrome accents at its joints, executes a series of crisp, precise movements. Its featureless, oval head slowly tilts to the left, then smoothly rotates 30 degrees to the right. Its movements are perfectly fluid and silent, conveying a sense of active processing. The scene is bathed in a powerful, diffuse light from an unseen overhead source, creating a clear, distorted reflection of the sterile environment on the chrome robot's surface. The background is a seamless, pure white panorama, focusing all attention on the two subjects and creating a calm, clinical and highly focused atmosphere dominated by single, sharp accents of white, silver and sensor blue light.", + "seed": 16609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_9/index_3127_seed_16609_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12623728886246682, + "vlm_logprob": -0.12623728886246682, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.12623728886246682, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09033636003732681 + ], + "opposite_logprob_tokens": [ + -2.465336322784424 + ], + "logprob_reward": -0.09033636003732681, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09033636003732681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09203968197107315, + 0.0336526483297348, + 0.04809300974011421, + 0.031905874609947205, + 0.06459949165582657, + 0.14305530488491058, + 0.02997196838259697, + 0.0925828218460083, + 0.23023107647895813, + 0.2338680922985077 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.09033636003732681 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054975397884845734 + ], + "opposite_logprob_tokens": [ + -2.9299755096435547 + ], + "logprob_reward": -0.054975397884845734, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054975397884845734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14097462594509125, + 0.052402395755052567, + 0.21792902052402496, + 0.0815938338637352, + 0.1175571158528328, + 0.06667613238096237, + 0.07131978869438171, + 0.07401376962661743, + 0.05711950361728668, + 0.12041373550891876 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.054975397884845734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328958734869957 + ], + "opposite_logprob_tokens": [ + -3.773289680480957 + ], + "logprob_reward": -0.02328958734869957, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328958734869957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045977428555488586, + 0.04127885028719902, + 0.06566239148378372, + 0.04335132613778114, + 0.06937291473150253, + 0.1365021914243698, + 0.09171155840158463, + 0.2405852973461151, + 0.18089203536510468, + 0.08466596156358719 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.02328958734869957 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42889103293418884 + ], + "opposite_logprob_tokens": [ + -1.0538910627365112 + ], + "logprob_reward": -0.42889103293418884, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42889103293418884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0958719253540039, + 0.038591619580984116, + 0.06807377934455872, + 0.0632590726017952, + 0.047846484929323196, + 0.057142939418554306, + 0.08038334548473358, + 0.4663579761981964, + 0.03742426633834839, + 0.045048609375953674 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.42889103293418884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336940661072731 + ], + "opposite_logprob_tokens": [ + -3.40869402885437 + ], + "logprob_reward": -0.0336940661072731, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336940661072731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033188994973897934, + 0.014797817915678024, + 0.029611574485898018, + 0.016070567071437836, + 0.03463921695947647, + 0.1293451189994812, + 0.021235790103673935, + 0.33092495799064636, + 0.37122926115989685, + 0.018956705927848816 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.0336940661072731 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium shot depicts a carefully controlled interaction in a brightly lit, minimalist, high-tech studio. A sleek, anthropomorphic robot, its entire body forged from highly polished, liquid-like chrome, is anchored to the left side of the frame with perfect stability. Steadily and deliberately, it extends its right arm, extending a cylindrical, microphone-like sensor toward a second robot. The sensor, a matte black instrument with a soft blue light at its tip, is positioned with mechanical precision, just inches from the other robot's head. In response, the second robot, constructed of a contrasting matte white composite material with subtle chrome accents at its joints, executes a series of crisp, precise movements. Its featureless, oval head slowly tilts to the left, then smoothly rotates 30 degrees to the right. Its movements are perfectly fluid and silent, conveying a sense of active processing. The scene is bathed in a powerful, diffuse light from an unseen overhead source, creating a clear, distorted reflection of the sterile environment on the chrome robot's surface. The background is a seamless, pure white panorama, focusing all attention on the two subjects and creating a calm, clinical and highly focused atmosphere dominated by single, sharp accents of white, silver and sensor blue light.", + "seed": 16610, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_9/index_3127_seed_16610_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15346178077161313, + "vlm_logprob": -0.15346178077161313, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.15346178077161313, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03929678350687027 + ], + "opposite_logprob_tokens": [ + -3.289296865463257 + ], + "logprob_reward": -0.03929678350687027, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03929678350687027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2669621407985687, + 0.11571663618087769, + 0.0342249795794487, + 0.03198375180363655, + 0.11492621153593063, + 0.052710868418216705, + 0.03799303248524666, + 0.060083914548158646, + 0.10175032168626785, + 0.1836482137441635 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03929678350687027 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790126845240593 + ], + "opposite_logprob_tokens": [ + -2.579012632369995 + ], + "logprob_reward": -0.0790126845240593, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790126845240593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2387358546257019, + 0.11270748823881149, + 0.03137486055493355, + 0.06332898139953613, + 0.07705281674861908, + 0.10850588232278824, + 0.07129714637994766, + 0.07834228873252869, + 0.1520010530948639, + 0.06665369868278503 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0790126845240593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980121411383152 + ], + "opposite_logprob_tokens": [ + -3.5298011302948 + ], + "logprob_reward": -0.02980121411383152, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980121411383152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2025146633386612, + 0.08480294793844223, + 0.033119719475507736, + 0.042705684900283813, + 0.04784805700182915, + 0.07252191007137299, + 0.05655971169471741, + 0.13825176656246185, + 0.1828593611717224, + 0.13881619274616241 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.02980121411383152 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761380195617676 + ], + "opposite_logprob_tokens": [ + -0.8261380195617676 + ], + "logprob_reward": -0.5761380195617676, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761380195617676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08774546533823013, + 0.04242865741252899, + 0.04237915948033333, + 0.03630353882908821, + 0.05681902542710304, + 0.1028652936220169, + 0.10584768652915955, + 0.06833326816558838, + 0.36450904607772827, + 0.09276887774467468 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.5761380195617676 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306020215153694 + ], + "opposite_logprob_tokens": [ + -3.168060302734375 + ], + "logprob_reward": -0.04306020215153694, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306020215153694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19087843596935272, + 0.07314517349004745, + 0.05755046382546425, + 0.05341900885105133, + 0.037302207201719284, + 0.02773919701576233, + 0.07909796386957169, + 0.05150884762406349, + 0.1707030087709427, + 0.25865569710731506 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.04306020215153694 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium shot depicts a carefully controlled interaction in a brightly lit, minimalist, high-tech studio. A sleek, anthropomorphic robot, its entire body forged from highly polished, liquid-like chrome, is anchored to the left side of the frame with perfect stability. Steadily and deliberately, it extends its right arm, extending a cylindrical, microphone-like sensor toward a second robot. The sensor, a matte black instrument with a soft blue light at its tip, is positioned with mechanical precision, just inches from the other robot's head. In response, the second robot, constructed of a contrasting matte white composite material with subtle chrome accents at its joints, executes a series of crisp, precise movements. Its featureless, oval head slowly tilts to the left, then smoothly rotates 30 degrees to the right. Its movements are perfectly fluid and silent, conveying a sense of active processing. The scene is bathed in a powerful, diffuse light from an unseen overhead source, creating a clear, distorted reflection of the sterile environment on the chrome robot's surface. The background is a seamless, pure white panorama, focusing all attention on the two subjects and creating a calm, clinical and highly focused atmosphere dominated by single, sharp accents of white, silver and sensor blue light.", + "seed": 16611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_9/index_3127_seed_16611_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14817397445440292, + "vlm_logprob": -0.14817397445440292, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.14817397445440292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03982364758849144 + ], + "opposite_logprob_tokens": [ + -3.289823532104492 + ], + "logprob_reward": -0.03982364758849144, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03982364758849144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12235540896654129, + 0.15770846605300903, + 0.07312391698360443, + 0.031067868694663048, + 0.05100050941109657, + 0.09359797835350037, + 0.07795374095439911, + 0.13337042927742004, + 0.17561469972133636, + 0.08420705795288086 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.03982364758849144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207505986094475 + ], + "opposite_logprob_tokens": [ + -2.812075138092041 + ], + "logprob_reward": -0.06207505986094475, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207505986094475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03928106650710106, + 0.19580215215682983, + 0.0881422907114029, + 0.04235189035534859, + 0.07712548226118088, + 0.05551698058843613, + 0.06339430809020996, + 0.07405008375644684, + 0.31894874572753906, + 0.04538695514202118 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.06207505986094475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634631097316742 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.02634631097316742, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634631097316742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0733116939663887, + 0.20347976684570312, + 0.09412012249231339, + 0.08285252749919891, + 0.15275467932224274, + 0.03566165268421173, + 0.08340812474489212, + 0.03104049153625965, + 0.2048744261264801, + 0.0384964719414711 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.02634631097316742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870598077774048 + ], + "opposite_logprob_tokens": [ + -1.1370598077774048 + ], + "logprob_reward": -0.3870598077774048, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870598077774048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07409132272005081, + 0.3446214199066162, + 0.11472584307193756, + 0.0655134841799736, + 0.09676875919103622, + 0.05359702557325363, + 0.0762626975774765, + 0.0707763060927391, + 0.024165958166122437, + 0.07947714626789093 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.3870598077774048 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556504607200623 + ], + "opposite_logprob_tokens": [ + -1.6005650758743286 + ], + "logprob_reward": -0.22556504607200623, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556504607200623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24222390353679657, + 0.3264223337173462, + 0.02315899357199669, + 0.01763746328651905, + 0.018549611791968346, + 0.024343224242329597, + 0.23788000643253326, + 0.02491731010377407, + 0.03670879453420639, + 0.048158418387174606 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.22556504607200623 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium shot depicts a carefully controlled interaction in a brightly lit, minimalist, high-tech studio. A sleek, anthropomorphic robot, its entire body forged from highly polished, liquid-like chrome, is anchored to the left side of the frame with perfect stability. Steadily and deliberately, it extends its right arm, extending a cylindrical, microphone-like sensor toward a second robot. The sensor, a matte black instrument with a soft blue light at its tip, is positioned with mechanical precision, just inches from the other robot's head. In response, the second robot, constructed of a contrasting matte white composite material with subtle chrome accents at its joints, executes a series of crisp, precise movements. Its featureless, oval head slowly tilts to the left, then smoothly rotates 30 degrees to the right. Its movements are perfectly fluid and silent, conveying a sense of active processing. The scene is bathed in a powerful, diffuse light from an unseen overhead source, creating a clear, distorted reflection of the sterile environment on the chrome robot's surface. The background is a seamless, pure white panorama, focusing all attention on the two subjects and creating a calm, clinical and highly focused atmosphere dominated by single, sharp accents of white, silver and sensor blue light.", + "seed": 16612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000019/group_9/index_3127_seed_16612_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16267742738127708, + "vlm_logprob": -0.16267742738127708, + "vlm_yes_no_margin": 2.424999952316284, + "vlm_token_credit": -0.16267742738127708, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06375449895858765 + ], + "opposite_logprob_tokens": [ + -2.8137545585632324 + ], + "logprob_reward": -0.06375449895858765, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06375449895858765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1608121693134308, + 0.2557379901409149, + 0.08348408341407776, + 0.03744224086403847, + 0.08150498569011688, + 0.20133976638317108, + 0.048593368381261826, + 0.05569322779774666, + 0.044530875980854034, + 0.03086131252348423 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.06375449895858765 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054989952594041824 + ], + "opposite_logprob_tokens": [ + -2.92999005317688 + ], + "logprob_reward": -0.054989952594041824, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054989952594041824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12099861353635788, + 0.05059131979942322, + 0.04412578046321869, + 0.07920794188976288, + 0.07304316759109497, + 0.10392312705516815, + 0.13491889834403992, + 0.11555074155330658, + 0.11041560769081116, + 0.16722483932971954 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.054989952594041824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030848532915115 + ], + "opposite_logprob_tokens": [ + -2.350308418273926 + ], + "logprob_reward": -0.10030848532915115, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030848532915115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2248496115207672, + 0.09230232238769531, + 0.18940617144107819, + 0.07419947534799576, + 0.06246212124824524, + 0.09076517075300217, + 0.06562922894954681, + 0.09669114649295807, + 0.06555305421352386, + 0.0381416417658329 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.10030848532915115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761498212814331 + ], + "opposite_logprob_tokens": [ + -0.8261498212814331 + ], + "logprob_reward": -0.5761498212814331, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761498212814331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2626524567604065, + 0.08467170596122742, + 0.05920485034584999, + 0.11164448410272598, + 0.04824519157409668, + 0.08987292647361755, + 0.12647993862628937, + 0.12293629348278046, + 0.06054339185357094, + 0.03374878317117691 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.5761498212814331 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the first robot on the left side of the frame made of highly polished, liquid-like chrome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the first robot extend a matte black, cylindrical sensor with a soft blue light tip toward the second robot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second robot constructed of matte white composite material with subtle chrome accents at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second robot's head tilt to the left and then rotate 30 degrees to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a seamless, pure white panorama with a powerful, diffuse overhead light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184378743171692 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.018184378743171692, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018184378743171692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08190812170505524, + 0.14664185047149658, + 0.04229840636253357, + 0.22367116808891296, + 0.23262012004852295, + 0.13768503069877625, + 0.04105698689818382, + 0.025305965915322304, + 0.023908108472824097, + 0.044904228299856186 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.018184378743171692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git 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392116 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_0/index_tensor([5671, 5671])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_0/index_tensor([5671, 5671])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d8191f9d530f513d8b180182b04369c16f3c68e3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_0/index_tensor([5671, 5671])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a low angle, the camera held still, captures a bird foraging on the quiet, moonlit forest floor. Cool moonlight filters through the sparse branches of tall trees, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage, covered in a complex array of brown, black, and beige feathers, makes it blend almost seamlessly into its surroundings. Its large, round, black eyes gleam with alertness in the dim light, while its extremely long, slender beak is intensely focused on its task. With steady, precise care, it plunges its beak into the pile of dead leaves at its feet, then rhythmically probes up and down, each dip accompanied by the subtle rustling of leaves being gently brushed aside. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, several moss-covered tree roots meander in deep shadows. The whole scene, with the main colors of dark blue and earthy brown, presents an extremely peaceful, focused and slightly mysterious atmosphere.", + "seed": 5319, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_0/index_5671_seed_5319_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2730854210443795, + "vlm_logprob": -0.2730854210443795, + "vlm_yes_no_margin": 3.1499999880790712, + "vlm_token_credit": -0.2730854210443795, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11633271723985672 + ], + "opposite_logprob_tokens": [ + -2.241332769393921 + ], + "logprob_reward": -0.11633271723985672, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11633271723985672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3313160538673401, + 0.0831575095653534, + 0.04022694006562233, + 0.0626445859670639, + 0.1538563072681427, + 0.06972654908895493, + 0.03372713550925255, + 0.08737770467996597, + 0.08369439095258713, + 0.05427287891507149 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.11633271723985672 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236411571502686 + ], + "opposite_logprob_tokens": [ + -0.3486410975456238 + ], + "logprob_reward": -1.2236411571502686, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2236411571502686, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18863025307655334, + 0.12321856617927551, + 0.11373294144868851, + 0.05724570155143738, + 0.04937396198511124, + 0.05145397409796715, + 0.07171238958835602, + 0.08970910310745239, + 0.17487649619579315, + 0.08004659414291382 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -1.2236411571502686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012558662332594395 + ], + "opposite_logprob_tokens": [ + -4.387558460235596 + ], + "logprob_reward": -0.012558662332594395, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012558662332594395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34964054822921753, + 0.12577933073043823, + 0.0401545912027359, + 0.046746522188186646, + 0.0712469294667244, + 0.06849084794521332, + 0.03885769471526146, + 0.07010266929864883, + 0.06632089614868164, + 0.12265993654727936 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012558662332594395 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076431455090641975 + ], + "opposite_logprob_tokens": [ + -4.882643222808838 + ], + "logprob_reward": -0.0076431455090641975, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076431455090641975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11059434711933136, + 0.29314541816711426, + 0.059368956834077835, + 0.04533756524324417, + 0.23553642630577087, + 0.08757377415895462, + 0.025504473596811295, + 0.05625543370842934, + 0.05206441879272461, + 0.034619249403476715 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.0076431455090641975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251422990113497 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251422990113497, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251422990113497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09596370160579681, + 0.42237746715545654, + 0.0850038155913353, + 0.05339032784104347, + 0.03211003541946411, + 0.045503661036491394, + 0.03574451431632042, + 0.08501021564006805, + 0.0365418866276741, + 0.10835445672273636 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.005251422990113497 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a low angle, the camera held still, captures a bird foraging on the quiet, moonlit forest floor. Cool moonlight filters through the sparse branches of tall trees, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage, covered in a complex array of brown, black, and beige feathers, makes it blend almost seamlessly into its surroundings. Its large, round, black eyes gleam with alertness in the dim light, while its extremely long, slender beak is intensely focused on its task. With steady, precise care, it plunges its beak into the pile of dead leaves at its feet, then rhythmically probes up and down, each dip accompanied by the subtle rustling of leaves being gently brushed aside. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, several moss-covered tree roots meander in deep shadows. The whole scene, with the main colors of dark blue and earthy brown, presents an extremely peaceful, focused and slightly mysterious atmosphere.", + "seed": 5320, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_0/index_5671_seed_5320_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4155857096426189, + "vlm_logprob": -0.4155857096426189, + "vlm_yes_no_margin": 2.050000011920929, + "vlm_token_credit": -0.4155857096426189, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7617156505584717 + ], + "opposite_logprob_tokens": [ + -0.6367156505584717 + ], + "logprob_reward": -0.7617156505584717, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7617156505584717, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10507744550704956, + 0.019846433773636818, + 0.022259298712015152, + 0.040409673005342484, + 0.016725556924939156, + 0.0736832320690155, + 0.022753823548555374, + 0.061784204095602036, + 0.03362276032567024, + 0.6038375496864319 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.7617156505584717 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.223663568496704 + ], + "opposite_logprob_tokens": [ + -0.3486636281013489 + ], + "logprob_reward": -1.223663568496704, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.223663568496704, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0750512182712555, + 0.03099946491420269, + 0.02775956131517887, + 0.06584949791431427, + 0.027821553871035576, + 0.18092913925647736, + 0.056210897862911224, + 0.29874834418296814, + 0.07004822045564651, + 0.1665821075439453 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -1.223663568496704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05503271520137787 + ], + "opposite_logprob_tokens": [ + -2.930032730102539 + ], + "logprob_reward": -0.05503271520137787, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05503271520137787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27497535943984985, + 0.04003339260816574, + 0.02294202148914337, + 0.02104097045958042, + 0.016245370730757713, + 0.04371269792318344, + 0.030535412952303886, + 0.07414565235376358, + 0.0729183629155159, + 0.40345078706741333 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.05503271520137787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029881512746214867 + ], + "opposite_logprob_tokens": [ + -3.529881477355957 + ], + "logprob_reward": -0.029881512746214867, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029881512746214867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07117737084627151, + 0.032988291233778, + 0.03373609483242035, + 0.026011424139142036, + 0.03295909985899925, + 0.05884704366326332, + 0.023755008354783058, + 0.06859541684389114, + 0.06028313562273979, + 0.5916471481323242 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.029881512746214867 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635101210325956 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.007635101210325956, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635101210325956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16867229342460632, + 0.01711316592991352, + 0.02153922989964485, + 0.011802595108747482, + 0.022657491266727448, + 0.06139698997139931, + 0.01777256652712822, + 0.055766645818948746, + 0.026131432503461838, + 0.5971475839614868 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.007635101210325956 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a low angle, the camera held still, captures a bird foraging on the quiet, moonlit forest floor. Cool moonlight filters through the sparse branches of tall trees, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage, covered in a complex array of brown, black, and beige feathers, makes it blend almost seamlessly into its surroundings. Its large, round, black eyes gleam with alertness in the dim light, while its extremely long, slender beak is intensely focused on its task. With steady, precise care, it plunges its beak into the pile of dead leaves at its feet, then rhythmically probes up and down, each dip accompanied by the subtle rustling of leaves being gently brushed aside. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, several moss-covered tree roots meander in deep shadows. The whole scene, with the main colors of dark blue and earthy brown, presents an extremely peaceful, focused and slightly mysterious atmosphere.", + "seed": 5321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_0/index_5671_seed_5321_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2652547650039196, + "vlm_logprob": -0.2652547650039196, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.2652547650039196, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10372554510831833 + ], + "opposite_logprob_tokens": [ + -2.3537254333496094 + ], + "logprob_reward": -0.10372554510831833, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10372554510831833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16887414455413818, + 0.09328825771808624, + 0.027349257841706276, + 0.013959042727947235, + 0.07154364138841629, + 0.27556002140045166, + 0.06280700862407684, + 0.10830499231815338, + 0.10325654596090317, + 0.07505705207586288 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.10372554510831833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370861530303955 + ], + "opposite_logprob_tokens": [ + -0.3870861232280731 + ], + "logprob_reward": -1.1370861530303955, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370861530303955, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2558068037033081, + 0.03235528618097305, + 0.042639926075935364, + 0.038343966007232666, + 0.41033458709716797, + 0.03573279827833176, + 0.02597397193312645, + 0.03643834963440895, + 0.042313896119594574, + 0.08006046712398529 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -1.1370861530303955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006638497114182 + ], + "opposite_logprob_tokens": [ + -2.695066452026367 + ], + "logprob_reward": -0.07006638497114182, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006638497114182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19648224115371704, + 0.1087980717420578, + 0.024875357747077942, + 0.015743955969810486, + 0.17539888620376587, + 0.15573832392692566, + 0.06914626061916351, + 0.06024399772286415, + 0.03861795738339424, + 0.1549549549818039 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.07006638497114182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657895028591156 + ], + "opposite_logprob_tokens": [ + -4.758657932281494 + ], + "logprob_reward": -0.008657895028591156, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657895028591156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20051543414592743, + 0.0494745597243309, + 0.015090598724782467, + 0.01225329376757145, + 0.14231140911579132, + 0.37639984488487244, + 0.0190921388566494, + 0.01814482919871807, + 0.10893886536359787, + 0.05777901038527489 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.008657895028591156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737846881151199 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.006737846881151199, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737846881151199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14020593464374542, + 0.07565195113420486, + 0.02529127150774002, + 0.02788463793694973, + 0.06736399233341217, + 0.14086966216564178, + 0.13761474192142487, + 0.11851976066827774, + 0.08157072961330414, + 0.1850273162126541 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.006737846881151199 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a low angle, the camera held still, captures a bird foraging on the quiet, moonlit forest floor. Cool moonlight filters through the sparse branches of tall trees, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage, covered in a complex array of brown, black, and beige feathers, makes it blend almost seamlessly into its surroundings. Its large, round, black eyes gleam with alertness in the dim light, while its extremely long, slender beak is intensely focused on its task. With steady, precise care, it plunges its beak into the pile of dead leaves at its feet, then rhythmically probes up and down, each dip accompanied by the subtle rustling of leaves being gently brushed aside. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, several moss-covered tree roots meander in deep shadows. The whole scene, with the main colors of dark blue and earthy brown, presents an extremely peaceful, focused and slightly mysterious atmosphere.", + "seed": 5322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_0/index_5671_seed_5322_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20151255279779434, + "vlm_logprob": -0.20151255279779434, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.20151255279779434, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03438008576631546 + ], + "opposite_logprob_tokens": [ + -3.5343801975250244 + ], + "logprob_reward": -0.03438008576631546, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03438008576631546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26891249418258667, + 0.16715358197689056, + 0.1377287656068802, + 0.05127781257033348, + 0.1179865300655365, + 0.04080922156572342, + 0.05888539180159569, + 0.02010975033044815, + 0.013541174121201038, + 0.12359533458948135 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03438008576631546 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983710408210754 + ], + "opposite_logprob_tokens": [ + -0.5233710408210754 + ], + "logprob_reward": -0.8983710408210754, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983710408210754, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15360556542873383, + 0.03515491262078285, + 0.50767582654953, + 0.05350522696971893, + 0.03812936320900917, + 0.04685479775071144, + 0.02590053714811802, + 0.040228068828582764, + 0.041836272925138474, + 0.05710947886109352 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.8983710408210754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062071140855550766 + ], + "opposite_logprob_tokens": [ + -2.8120710849761963 + ], + "logprob_reward": -0.062071140855550766, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062071140855550766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3692950904369354, + 0.08637756109237671, + 0.28791308403015137, + 0.05139339342713356, + 0.059449415653944016, + 0.0690137967467308, + 0.012230864726006985, + 0.01751079224050045, + 0.011796663515269756, + 0.03501933068037033 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.062071140855550766 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2370915561914444, + 0.16036885976791382, + 0.16345101594924927, + 0.08543144166469574, + 0.07507727295160294, + 0.032596368342638016, + 0.04022733494639397, + 0.02648019790649414, + 0.022215982899069786, + 0.1570599377155304 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008648913353681564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a bird foraging on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by cool moonlight filtering through tall trees with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird have brown, black, and beige feathers with a long slender beak and large round black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bird's action shown as plunging and rhythmically probing its beak into a pile of dry, curled leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409158319234848 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.00409158319234848, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409158319234848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22491665184497833, + 0.054351456463336945, + 0.19611500203609467, + 0.09731625020503998, + 0.13444973528385162, + 0.04579364135861397, + 0.052923284471035004, + 0.06386873871088028, + 0.027800515294075012, + 0.1024647131562233 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.00409158319234848 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_1/index_tensor([5538, 5538])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_1/index_tensor([5538, 5538])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ae872f607718592c851ffa4f7b5524aebcbaa025 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_1/index_tensor([5538, 5538])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "drone shot, shot vertically from above, descends slowly and steadily in a calm, documentary style, capturing a single object floating on the vast, deep blue expanse of the open ocean. It's a weathered, square wooden box, its dark wood damp and cracked from prolonged immersion in seawater. Its edges are worn smooth, held together by a few rusty metal bands, even adorned with scattered green algae. It rises and falls rhythmically with the gentle waves, propelled steadily and slowly by an invisible current, leaving behind a faint, almost inconspicuous wake. Soft, diffuse sunlight penetrates the thin cloud layer, evenly scattering across the ocean surface. The box's damp surface reflects a faint luster, contrasting with the deep, almost inky waters surrounding it. The tiny ripples on the surface resemble scattered diamonds. The entire picture presents an extreme sense of tranquility and loneliness, with cold tones, emphasizing the vastness of the ocean and the smallness of this mysterious drifting object, creating an unresolved atmosphere full of story imagination.", + "seed": 1546, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_1/index_5538_seed_1546_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08526457999832929, + "vlm_logprob": -0.08526457999832929, + "vlm_yes_no_margin": 3.7749999523162843, + "vlm_token_credit": -0.08526457999832929, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25959575176239014 + ], + "opposite_logprob_tokens": [ + -1.5095957517623901 + ], + "logprob_reward": -0.25959575176239014, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25959575176239014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7404481768608093, + 0.025678541511297226, + 0.02529696747660637, + 0.02311265841126442, + 0.021754693239927292, + 0.016551058739423752, + 0.057688258588314056, + 0.040788862854242325, + 0.022797979414463043, + 0.025882801041007042 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.25959575176239014 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285068213939667 + ], + "opposite_logprob_tokens": [ + -2.017850637435913 + ], + "logprob_reward": -0.14285068213939667, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285068213939667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3736744225025177, + 0.055340614169836044, + 0.017173783853650093, + 0.13881060481071472, + 0.05361706018447876, + 0.04412307217717171, + 0.10527860373258591, + 0.13742855191230774, + 0.06115308776497841, + 0.013400193303823471 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.14285068213939667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197915619239211 + ], + "opposite_logprob_tokens": [ + -5.753198146820068 + ], + "logprob_reward": -0.003197915619239211, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197915619239211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5696220397949219, + 0.07143819332122803, + 0.12294173985719681, + 0.06724866479635239, + 0.01358172856271267, + 0.01724611036479473, + 0.02122478559613228, + 0.0623173825442791, + 0.031646449118852615, + 0.022732947021722794 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.003197915619239211 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024922997690737247 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024922997690737247, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024922997690737247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6715037822723389, + 0.05218356475234032, + 0.05665145814418793, + 0.0406700000166893, + 0.024839254096150398, + 0.021847456693649292, + 0.03810311481356621, + 0.03642035275697708, + 0.02118518389761448, + 0.0365958996117115 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0024922997690737247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818625070154667 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.01818625070154667, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818625070154667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5380226373672485, + 0.03888717293739319, + 0.06255951523780823, + 0.12444189935922623, + 0.029797350987792015, + 0.046029042452573776, + 0.03440181538462639, + 0.03829040378332138, + 0.03286368399858475, + 0.054706476628780365 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.01818625070154667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, shot vertically from above, descends slowly and steadily in a calm, documentary style, capturing a single object floating on the vast, deep blue expanse of the open ocean. It's a weathered, square wooden box, its dark wood damp and cracked from prolonged immersion in seawater. Its edges are worn smooth, held together by a few rusty metal bands, even adorned with scattered green algae. It rises and falls rhythmically with the gentle waves, propelled steadily and slowly by an invisible current, leaving behind a faint, almost inconspicuous wake. Soft, diffuse sunlight penetrates the thin cloud layer, evenly scattering across the ocean surface. The box's damp surface reflects a faint luster, contrasting with the deep, almost inky waters surrounding it. The tiny ripples on the surface resemble scattered diamonds. The entire picture presents an extreme sense of tranquility and loneliness, with cold tones, emphasizing the vastness of the ocean and the smallness of this mysterious drifting object, creating an unresolved atmosphere full of story imagination.", + "seed": 1547, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_1/index_5538_seed_1547_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1253512534312904, + "vlm_logprob": -0.1253512534312904, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.1253512534312904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11748788505792618 + ], + "opposite_logprob_tokens": [ + -2.367487907409668 + ], + "logprob_reward": -0.11748788505792618, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11748788505792618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18809537589550018, + 0.09285679459571838, + 0.0918203815817833, + 0.03501158580183983, + 0.1488281786441803, + 0.1406104862689972, + 0.045523568987846375, + 0.04803908243775368, + 0.13901466131210327, + 0.0701998695731163 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.11748788505792618 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47430551052093506 + ], + "opposite_logprob_tokens": [ + -0.9743055105209351 + ], + "logprob_reward": -0.47430551052093506, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47430551052093506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02371455729007721, + 0.0304337739944458, + 0.07797068357467651, + 0.024686697870492935, + 0.04404434189200401, + 0.07695575803518295, + 0.05737492814660072, + 0.05725320428609848, + 0.5931941270828247, + 0.01437189057469368 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.47430551052093506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638413459062576 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.007638413459062576, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638413459062576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08734992146492004, + 0.027105381712317467, + 0.04388066753745079, + 0.02572937309741974, + 0.08566734939813614, + 0.12769058346748352, + 0.03430374711751938, + 0.05436362326145172, + 0.37343063950538635, + 0.14047871530056 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.007638413459062576 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674506975337863 + ], + "opposite_logprob_tokens": [ + -5.006744861602783 + ], + "logprob_reward": -0.00674506975337863, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674506975337863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06946252286434174, + 0.03006664849817753, + 0.06569498032331467, + 0.029109831899404526, + 0.07152889668941498, + 0.1780349463224411, + 0.0459221787750721, + 0.06690948456525803, + 0.3534049093723297, + 0.08986561000347137 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.00674506975337863 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579388365149498 + ], + "opposite_logprob_tokens": [ + -3.8955793380737305 + ], + "logprob_reward": -0.020579388365149498, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579388365149498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040086280554533005, + 0.043525174260139465, + 0.044893715530633926, + 0.07007727771997452, + 0.05625547096133232, + 0.05820103734731674, + 0.44658076763153076, + 0.05449169874191284, + 0.14429540932178497, + 0.04159318655729294 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.020579388365149498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, shot vertically from above, descends slowly and steadily in a calm, documentary style, capturing a single object floating on the vast, deep blue expanse of the open ocean. It's a weathered, square wooden box, its dark wood damp and cracked from prolonged immersion in seawater. Its edges are worn smooth, held together by a few rusty metal bands, even adorned with scattered green algae. It rises and falls rhythmically with the gentle waves, propelled steadily and slowly by an invisible current, leaving behind a faint, almost inconspicuous wake. Soft, diffuse sunlight penetrates the thin cloud layer, evenly scattering across the ocean surface. The box's damp surface reflects a faint luster, contrasting with the deep, almost inky waters surrounding it. The tiny ripples on the surface resemble scattered diamonds. The entire picture presents an extreme sense of tranquility and loneliness, with cold tones, emphasizing the vastness of the ocean and the smallness of this mysterious drifting object, creating an unresolved atmosphere full of story imagination.", + "seed": 1548, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_1/index_5538_seed_1548_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09741976528894156, + "vlm_logprob": -0.09741976528894156, + "vlm_yes_no_margin": 4.149999952316284, + "vlm_token_credit": -0.09741976528894156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036009252071380615 + ], + "opposite_logprob_tokens": [ + -3.6610093116760254 + ], + "logprob_reward": -0.036009252071380615, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.036009252071380615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21980470418930054, + 0.16471071541309357, + 0.08815326541662216, + 0.14949697256088257, + 0.054780278354883194, + 0.03426070511341095, + 0.1222778707742691, + 0.07810616493225098, + 0.021578079089522362, + 0.06683121621608734 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.036009252071380615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42889878153800964 + ], + "opposite_logprob_tokens": [ + -1.053898811340332 + ], + "logprob_reward": -0.42889878153800964, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42889878153800964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12374222278594971, + 0.2555912137031555, + 0.04881182685494423, + 0.11750490963459015, + 0.06474534422159195, + 0.061431873589754105, + 0.09965680539608002, + 0.046643856912851334, + 0.11330199241638184, + 0.06857001781463623 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.42889878153800964 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249182409606874 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.00249182409606874, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249182409606874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20812012255191803, + 0.14898695051670074, + 0.047433581203222275, + 0.06660103797912598, + 0.0631604939699173, + 0.0752156525850296, + 0.18580476939678192, + 0.13069342076778412, + 0.04507942870259285, + 0.028904512524604797 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.00249182409606874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015141224721446633 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015141224721446633, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015141224721446633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2312566041946411, + 0.14622120559215546, + 0.07058781385421753, + 0.08097556978464127, + 0.06886900961399078, + 0.053452178835868835, + 0.17227420210838318, + 0.10154866427183151, + 0.0341157391667366, + 0.04069892317056656 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0015141224721446633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818484626710415 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.01818484626710415, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818484626710415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24243637919425964, + 0.09055884927511215, + 0.060296233743429184, + 0.10628416389226913, + 0.06162647902965546, + 0.03671310842037201, + 0.10600936412811279, + 0.07813045382499695, + 0.16233418881893158, + 0.05561076104640961 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.01818484626710415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, shot vertically from above, descends slowly and steadily in a calm, documentary style, capturing a single object floating on the vast, deep blue expanse of the open ocean. It's a weathered, square wooden box, its dark wood damp and cracked from prolonged immersion in seawater. Its edges are worn smooth, held together by a few rusty metal bands, even adorned with scattered green algae. It rises and falls rhythmically with the gentle waves, propelled steadily and slowly by an invisible current, leaving behind a faint, almost inconspicuous wake. Soft, diffuse sunlight penetrates the thin cloud layer, evenly scattering across the ocean surface. The box's damp surface reflects a faint luster, contrasting with the deep, almost inky waters surrounding it. The tiny ripples on the surface resemble scattered diamonds. The entire picture presents an extreme sense of tranquility and loneliness, with cold tones, emphasizing the vastness of the ocean and the smallness of this mysterious drifting object, creating an unresolved atmosphere full of story imagination.", + "seed": 1549, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_1/index_5538_seed_1549_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.044129034876823424, + "vlm_logprob": -0.044129034876823424, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.044129034876823424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08069033920764923 + ], + "opposite_logprob_tokens": [ + -2.705690383911133 + ], + "logprob_reward": -0.08069033920764923, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08069033920764923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044106390327215195, + 0.08395528793334961, + 0.43732813000679016, + 0.03237731009721756, + 0.03828119486570358, + 0.030186180025339127, + 0.02702798880636692, + 0.08500215411186218, + 0.010012206621468067, + 0.211723193526268 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.08069033920764923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033318400382996 + ], + "opposite_logprob_tokens": [ + -2.3503332138061523 + ], + "logprob_reward": -0.10033318400382996, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033318400382996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020684661343693733, + 0.030202213674783707, + 0.016576344147324562, + 0.0236185472458601, + 0.012986253947019577, + 0.02172647789120674, + 0.006105609238147736, + 0.30572977662086487, + 0.00470453267917037, + 0.5576655864715576 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.10033318400382996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640285581350327 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640285581350327, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640285581350327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02677684649825096, + 0.031832724809646606, + 0.06474514305591583, + 0.008349758572876453, + 0.03865441307425499, + 0.02320818044245243, + 0.010452833957970142, + 0.21723641455173492, + 0.0201018787920475, + 0.558641791343689 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.008640285581350327 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463993102312088 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.00463993102312088, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463993102312088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059691596776247025, + 0.08603481948375702, + 0.03716765716671944, + 0.02391899935901165, + 0.06148773804306984, + 0.05073578283190727, + 0.01166112907230854, + 0.08869645744562149, + 0.020580347627401352, + 0.5600255131721497 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.00463993102312088 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot vertically from above in a drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera descending slowly and steadily throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a weathered, square wooden box with dark, damp, and cracked wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box feature rusty metal bands and scattered green algae on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the box rising and falling rhythmically with gentle waves while leaving a faint wake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026341434568166733 + ], + "opposite_logprob_tokens": [ + -3.651341438293457 + ], + "logprob_reward": -0.026341434568166733, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026341434568166733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01845971867442131, + 0.05332229658961296, + 0.01969141885638237, + 0.008699997328221798, + 0.010463852435350418, + 0.005730672273784876, + 0.003856697818264365, + 0.29511356353759766, + 0.002631974872201681, + 0.5820297598838806 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.026341434568166733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_10/index_tensor([9484, 9484])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_10/index_tensor([9484, 9484])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..84baf3b95f94dcdde86c7965b89989bb09a165a3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_10/index_tensor([9484, 9484])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, handheld, medium shot panning rightward plunges the viewer into the depths of a deep, dark cave. At the center of the frame is an explorer with tousled dark brown hair and a face stained with dirt. His expression is focused and alert. He wears a frayed dark green canvas jacket, layered over a gray Henley shirt, its surface darkened by the cave's dampness. In his left hand, he holds a burning torch. The dancing flame, the only source of light in the pitch black, crackles continuously and casts a warm, dynamic orange-yellow glow on the surroundings. This unstable light casts swaying, elongated shadows on the damp, craggy rock face, covered in shimmering moss and dripping with crystal-clear water droplets. He moves cautiously along the rock face, leaning slightly forward, his right hand extended, his fingertips gently and cautiously touching the slippery surface. His gaze follows the movement of his finger, scanning for any crack or unusual protrusion that might hold a clue. The entire scene creates an atmosphere of tension, mystery, and exploration with dynamic lighting, focused movements, and the crackling of torches.", + "seed": 7051, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_10/index_9484_seed_7051_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07739041759632528, + "vlm_logprob": -0.07739041759632528, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07739041759632528, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23417750000953674 + ], + "opposite_logprob_tokens": [ + -1.6091774702072144 + ], + "logprob_reward": -0.23417750000953674, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23417750000953674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039450857788324356, + 0.18137936294078827, + 0.019074436277151108, + 0.07230037450790405, + 0.07517662644386292, + 0.3440403938293457, + 0.08588844537734985, + 0.06909645348787308, + 0.09039968997240067, + 0.023193398490548134 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.23417750000953674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700768306851387 + ], + "opposite_logprob_tokens": [ + -2.6950769424438477 + ], + "logprob_reward": -0.0700768306851387, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700768306851387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07892443984746933, + 0.5042134523391724, + 0.11319005489349365, + 0.05434508994221687, + 0.03914058953523636, + 0.06928522884845734, + 0.03216645494103432, + 0.04397163912653923, + 0.03995336592197418, + 0.024809671565890312 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0700768306851387 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811807185411453 + ], + "opposite_logprob_tokens": [ + -3.2881181240081787 + ], + "logprob_reward": -0.03811807185411453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811807185411453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08716018497943878, + 0.2094070464372635, + 0.02434464730322361, + 0.07839509099721909, + 0.0782470554113388, + 0.25105172395706177, + 0.016146576032042503, + 0.028285348787903786, + 0.18487665057182312, + 0.042085666209459305 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.03811807185411453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015140033792704344 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015140033792704344, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015140033792704344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09256375581026077, + 0.14522860944271088, + 0.023390859365463257, + 0.12413358688354492, + 0.06008858606219292, + 0.2366136610507965, + 0.09635940939188004, + 0.034089311957359314, + 0.07507621496915817, + 0.11245600134134293 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.0015140033792704344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306568205356598 + ], + "opposite_logprob_tokens": [ + -3.1680657863616943 + ], + "logprob_reward": -0.04306568205356598, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306568205356598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05862225964665413, + 0.29563426971435547, + 0.04752395302057266, + 0.17244555056095123, + 0.06687798351049423, + 0.08270801603794098, + 0.0865301787853241, + 0.07690133154392242, + 0.0666518434882164, + 0.04610466957092285 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.04306568205356598 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, handheld, medium shot panning rightward plunges the viewer into the depths of a deep, dark cave. At the center of the frame is an explorer with tousled dark brown hair and a face stained with dirt. His expression is focused and alert. He wears a frayed dark green canvas jacket, layered over a gray Henley shirt, its surface darkened by the cave's dampness. In his left hand, he holds a burning torch. The dancing flame, the only source of light in the pitch black, crackles continuously and casts a warm, dynamic orange-yellow glow on the surroundings. This unstable light casts swaying, elongated shadows on the damp, craggy rock face, covered in shimmering moss and dripping with crystal-clear water droplets. He moves cautiously along the rock face, leaning slightly forward, his right hand extended, his fingertips gently and cautiously touching the slippery surface. His gaze follows the movement of his finger, scanning for any crack or unusual protrusion that might hold a clue. The entire scene creates an atmosphere of tension, mystery, and exploration with dynamic lighting, focused movements, and the crackling of torches.", + "seed": 7052, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_10/index_9484_seed_7052_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1013459722744301, + "vlm_logprob": -0.1013459722744301, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.1013459722744301, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31834256649017334 + ], + "opposite_logprob_tokens": [ + -1.3183425664901733 + ], + "logprob_reward": -0.31834256649017334, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31834256649017334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13214053213596344, + 0.0849871039390564, + 0.02864619717001915, + 0.04645119234919548, + 0.0369717963039875, + 0.06344358623027802, + 0.10014364123344421, + 0.08306682854890823, + 0.13365378975868225, + 0.2904953360557556 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.31834256649017334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910194784402847 + ], + "opposite_logprob_tokens": [ + -2.464102029800415 + ], + "logprob_reward": -0.08910194784402847, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910194784402847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06988494843244553, + 0.15207301080226898, + 0.03439357131719589, + 0.041293494403362274, + 0.0235370472073555, + 0.05796574428677559, + 0.0684676244854927, + 0.20504309237003326, + 0.05371527746319771, + 0.29362618923187256 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.08910194784402847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048680782318115234 + ], + "opposite_logprob_tokens": [ + -3.0486807823181152 + ], + "logprob_reward": -0.048680782318115234, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048680782318115234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10899500548839569, + 0.43803054094314575, + 0.028657039627432823, + 0.02112247608602047, + 0.020525598898530006, + 0.03317847475409508, + 0.0614938847720623, + 0.10128451883792877, + 0.1115967407822609, + 0.07511571049690247 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.048680782318115234 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019421778852120042 + ], + "opposite_logprob_tokens": [ + -6.251942157745361 + ], + "logprob_reward": -0.0019421778852120042, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019421778852120042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12528826296329498, + 0.3776926100254059, + 0.06062666326761246, + 0.019565166905522346, + 0.06418126076459885, + 0.019001509994268417, + 0.044824857264757156, + 0.08340170234441757, + 0.05126359686255455, + 0.15415437519550323 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0019421778852120042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866238683462143 + ], + "opposite_logprob_tokens": [ + -3.0486624240875244 + ], + "logprob_reward": -0.04866238683462143, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866238683462143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08943852037191391, + 0.1367851346731186, + 0.04404841363430023, + 0.028182338923215866, + 0.0404534749686718, + 0.02100912109017372, + 0.0625385046005249, + 0.2608030140399933, + 0.04105537757277489, + 0.27568602561950684 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.04866238683462143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, handheld, medium shot panning rightward plunges the viewer into the depths of a deep, dark cave. At the center of the frame is an explorer with tousled dark brown hair and a face stained with dirt. His expression is focused and alert. He wears a frayed dark green canvas jacket, layered over a gray Henley shirt, its surface darkened by the cave's dampness. In his left hand, he holds a burning torch. The dancing flame, the only source of light in the pitch black, crackles continuously and casts a warm, dynamic orange-yellow glow on the surroundings. This unstable light casts swaying, elongated shadows on the damp, craggy rock face, covered in shimmering moss and dripping with crystal-clear water droplets. He moves cautiously along the rock face, leaning slightly forward, his right hand extended, his fingertips gently and cautiously touching the slippery surface. His gaze follows the movement of his finger, scanning for any crack or unusual protrusion that might hold a clue. The entire scene creates an atmosphere of tension, mystery, and exploration with dynamic lighting, focused movements, and the crackling of torches.", + "seed": 7053, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_10/index_9484_seed_7053_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09639562470838428, + "vlm_logprob": -0.09639562470838428, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.09639562470838428, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3183555006980896 + ], + "opposite_logprob_tokens": [ + -1.3183555603027344 + ], + "logprob_reward": -0.3183555006980896, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3183555006980896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14017409086227417, + 0.12234081327915192, + 0.2218598872423172, + 0.08064232766628265, + 0.13508698344230652, + 0.05680631101131439, + 0.03290874511003494, + 0.13930349051952362, + 0.01787756197154522, + 0.05299970880150795 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.3183555006980896 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904000580310822 + ], + "opposite_logprob_tokens": [ + -2.579040050506592 + ], + "logprob_reward": -0.07904000580310822, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904000580310822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08333950489759445, + 0.07639747858047485, + 0.14220842719078064, + 0.08744274824857712, + 0.22451439499855042, + 0.04842357337474823, + 0.04030604287981987, + 0.13091635704040527, + 0.10218995064496994, + 0.06426146626472473 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -0.07904000580310822 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372449427843094 + ], + "opposite_logprob_tokens": [ + -3.408724546432495 + ], + "logprob_reward": -0.03372449427843094, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372449427843094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0936645120382309, + 0.04150444641709328, + 0.26358190178871155, + 0.03726980835199356, + 0.15131627023220062, + 0.02778136543929577, + 0.11522023379802704, + 0.061286814510822296, + 0.04115210101008415, + 0.16722258925437927 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.03372449427843094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021992563270032406 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021992563270032406, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021992563270032406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12418702989816666, + 0.117389015853405, + 0.32081782817840576, + 0.0438443161547184, + 0.07347151637077332, + 0.014393461868166924, + 0.02230127714574337, + 0.15365877747535706, + 0.04172143712639809, + 0.08821537345647812 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.0021992563270032406 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865886643528938 + ], + "opposite_logprob_tokens": [ + -3.048658847808838 + ], + "logprob_reward": -0.04865886643528938, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865886643528938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07234048843383789, + 0.086629219353199, + 0.08458586782217026, + 0.03939594700932503, + 0.4554019570350647, + 0.04363654926419258, + 0.062320299446582794, + 0.02987487055361271, + 0.06959354877471924, + 0.05622125789523125 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.04865886643528938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, handheld, medium shot panning rightward plunges the viewer into the depths of a deep, dark cave. At the center of the frame is an explorer with tousled dark brown hair and a face stained with dirt. His expression is focused and alert. He wears a frayed dark green canvas jacket, layered over a gray Henley shirt, its surface darkened by the cave's dampness. In his left hand, he holds a burning torch. The dancing flame, the only source of light in the pitch black, crackles continuously and casts a warm, dynamic orange-yellow glow on the surroundings. This unstable light casts swaying, elongated shadows on the damp, craggy rock face, covered in shimmering moss and dripping with crystal-clear water droplets. He moves cautiously along the rock face, leaning slightly forward, his right hand extended, his fingertips gently and cautiously touching the slippery surface. His gaze follows the movement of his finger, scanning for any crack or unusual protrusion that might hold a clue. The entire scene creates an atmosphere of tension, mystery, and exploration with dynamic lighting, focused movements, and the crackling of torches.", + "seed": 7054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_10/index_9484_seed_7054_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.056889294646680355, + "vlm_logprob": -0.056889294646680355, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.056889294646680355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14904233813285828 + ], + "opposite_logprob_tokens": [ + -2.0240423679351807 + ], + "logprob_reward": -0.14904233813285828, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14904233813285828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18023431301116943, + 0.31333646178245544, + 0.10568951815366745, + 0.05873313546180725, + 0.046232543885707855, + 0.06067809462547302, + 0.07758232951164246, + 0.05594771355390549, + 0.07576613873243332, + 0.025799747556447983 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.14904233813285828 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869508743286133 + ], + "opposite_logprob_tokens": [ + -3.0486950874328613 + ], + "logprob_reward": -0.04869508743286133, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869508743286133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18644867837429047, + 0.3444228172302246, + 0.09723222255706787, + 0.053650423884391785, + 0.037484537810087204, + 0.034399520605802536, + 0.08104526251554489, + 0.062202613800764084, + 0.043158531188964844, + 0.0599554143846035 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.04869508743286133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497336387634277 + ], + "opposite_logprob_tokens": [ + -2.9299733638763428 + ], + "logprob_reward": -0.05497336387634277, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497336387634277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2484196126461029, + 0.12182462960481644, + 0.06394671648740768, + 0.03931634873151779, + 0.06606033444404602, + 0.06107719615101814, + 0.0962829738855362, + 0.18725545704364777, + 0.06042177975177765, + 0.05539499223232269 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.05497336387634277 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019395602867007256 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019395602867007256, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019395602867007256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10123154520988464, + 0.15458926558494568, + 0.05350829288363457, + 0.0939110517501831, + 0.067326620221138, + 0.032126374542713165, + 0.05256463587284088, + 0.127091646194458, + 0.2458869218826294, + 0.07176367938518524 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.0019395602867007256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that pans rightward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the explorer wearing a frayed dark green canvas jacket over a gray Henley shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the explorer holding a burning torch in his left hand that provides the only light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep, dark cave with damp, craggy rock faces covered in moss and water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explorer moving cautiously while touching the rock face with his right fingertips?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029796123504638672 + ], + "opposite_logprob_tokens": [ + -3.5297961235046387 + ], + "logprob_reward": -0.029796123504638672, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029796123504638672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14594505727291107, + 0.08204952627420425, + 0.09020739793777466, + 0.2635094225406647, + 0.043709125369787216, + 0.04175485670566559, + 0.034544557332992554, + 0.04532116279006004, + 0.0834924578666687, + 0.16946645081043243 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.029796123504638672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_11/index_tensor([5572, 5572])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_11/index_tensor([5572, 5572])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6c3a12cbbbcaa6a90fa282f43048427a56b22e21 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_11/index_tensor([5572, 5572])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level extreme close-up captures a classic, clear pint glass placed directly on the smooth, dark mahogany surface of a bar. The glass is filled with rich, amber-colored malt liquor, and a thick, creamy, off-white foam pours relentlessly, rising to the rim and beginning its slow, silent descent. The foam cascades down the curved sides of the glass in a thick stream of bubbles, moving at a steady, deliberate pace until it gathers in an ever-expanding, lace-like pool on the polished wood below. The entire scene is dramatically illuminated from outside the frame by a warm, low-hanging light source, casting a focused glow that accentuates the glistening, damp texture of the foam and creates bright, sharp reflections on the bar's surface, while plunging the softly blurred background into deep shadow. The atmosphere is one of quiet, lonely neglect, a wasted yet mesmerizingly beautiful moment captured in a tightly framed, intimate shot.", + "seed": 28433, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_11/index_5572_seed_28433_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04265577662736177, + "vlm_logprob": -0.04265577662736177, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.04265577662736177, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07945264875888824 + ], + "opposite_logprob_tokens": [ + -2.5794527530670166 + ], + "logprob_reward": -0.07945264875888824, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07945264875888824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04025367647409439, + 0.08715938031673431, + 0.010004392825067043, + 0.007785013876855373, + 0.00943845696747303, + 0.007243375293910503, + 0.0178164504468441, + 0.06289898604154587, + 0.7265395522117615, + 0.030860651284456253 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.07945264875888824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087254509329796 + ], + "opposite_logprob_tokens": [ + -4.141087055206299 + ], + "logprob_reward": -0.016087254509329796, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087254509329796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10301080346107483, + 0.05093645676970482, + 0.029723891988396645, + 0.005392521154135466, + 0.013999891467392445, + 0.012577686458826065, + 0.04892915487289429, + 0.08607175946235657, + 0.6173495650291443, + 0.03200829029083252 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.016087254509329796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002759724855423 + ], + "opposite_logprob_tokens": [ + -2.6950275897979736 + ], + "logprob_reward": -0.07002759724855423, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002759724855423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07945773005485535, + 0.1949947327375412, + 0.03968201205134392, + 0.008088014088571072, + 0.018273862078785896, + 0.021356508135795593, + 0.0697711929678917, + 0.1341126561164856, + 0.40212321281433105, + 0.032140135765075684 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.07002759724855423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307287558913231 + ], + "opposite_logprob_tokens": [ + -3.1680729389190674 + ], + "logprob_reward": -0.04307287558913231, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307287558913231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1170903742313385, + 0.22212104499340057, + 0.0171399787068367, + 0.015645751729607582, + 0.010788899846374989, + 0.013734462670981884, + 0.04962158203125, + 0.02785377763211727, + 0.4793175458908081, + 0.04668659716844559 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.04307287558913231 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638507030904293 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638507030904293, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638507030904293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09584898501634598, + 0.031503673642873764, + 0.014527982100844383, + 0.008356309495866299, + 0.013988306745886803, + 0.039432343095541, + 0.020330140367150307, + 0.08804842829704285, + 0.6127755045890808, + 0.07518839091062546 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.004638507030904293 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level extreme close-up captures a classic, clear pint glass placed directly on the smooth, dark mahogany surface of a bar. The glass is filled with rich, amber-colored malt liquor, and a thick, creamy, off-white foam pours relentlessly, rising to the rim and beginning its slow, silent descent. The foam cascades down the curved sides of the glass in a thick stream of bubbles, moving at a steady, deliberate pace until it gathers in an ever-expanding, lace-like pool on the polished wood below. The entire scene is dramatically illuminated from outside the frame by a warm, low-hanging light source, casting a focused glow that accentuates the glistening, damp texture of the foam and creates bright, sharp reflections on the bar's surface, while plunging the softly blurred background into deep shadow. The atmosphere is one of quiet, lonely neglect, a wasted yet mesmerizingly beautiful moment captured in a tightly framed, intimate shot.", + "seed": 28434, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_11/index_5572_seed_28434_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01871527568437159, + "vlm_logprob": -0.01871527568437159, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.01871527568437159, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016706442460417747 + ], + "opposite_logprob_tokens": [ + -4.141706466674805 + ], + "logprob_reward": -0.016706442460417747, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016706442460417747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15803119540214539, + 0.16506963968276978, + 0.03036419302225113, + 0.07585392892360687, + 0.14602412283420563, + 0.08428848534822464, + 0.04133584722876549, + 0.0520395003259182, + 0.1761450320482254, + 0.0708480104804039 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.016706442460417747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067512271925807 + ], + "opposite_logprob_tokens": [ + -5.00675106048584 + ], + "logprob_reward": -0.0067512271925807, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067512271925807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18161959946155548, + 0.04030625894665718, + 0.06955303996801376, + 0.10259342193603516, + 0.029259853065013885, + 0.04095825180411339, + 0.03211437165737152, + 0.045457884669303894, + 0.43390801548957825, + 0.02422940544784069 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0067512271925807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810785710811615 + ], + "opposite_logprob_tokens": [ + -3.2881078720092773 + ], + "logprob_reward": -0.03810785710811615, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810785710811615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08344636857509613, + 0.022350110113620758, + 0.06843285262584686, + 0.0553058460354805, + 0.03813357278704643, + 0.02483084611594677, + 0.052369847893714905, + 0.0625208392739296, + 0.5346246361732483, + 0.05798506736755371 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.03810785710811615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029812784865498543 + ], + "opposite_logprob_tokens": [ + -3.529812812805176 + ], + "logprob_reward": -0.029812784865498543, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029812784865498543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25517064332962036, + 0.1646592617034912, + 0.05850602686405182, + 0.09515386074781418, + 0.13662764430046082, + 0.03471064195036888, + 0.044651925563812256, + 0.02993641421198845, + 0.09860214591026306, + 0.0819813460111618 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.029812784865498543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198066795244813 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.002198066795244813, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198066795244813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08981090784072876, + 0.10369943827390671, + 0.022927183657884598, + 0.0459316112101078, + 0.05736404284834862, + 0.03135345131158829, + 0.057446759194135666, + 0.11630994081497192, + 0.4394436776638031, + 0.03571299836039543 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.002198066795244813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level extreme close-up captures a classic, clear pint glass placed directly on the smooth, dark mahogany surface of a bar. The glass is filled with rich, amber-colored malt liquor, and a thick, creamy, off-white foam pours relentlessly, rising to the rim and beginning its slow, silent descent. The foam cascades down the curved sides of the glass in a thick stream of bubbles, moving at a steady, deliberate pace until it gathers in an ever-expanding, lace-like pool on the polished wood below. The entire scene is dramatically illuminated from outside the frame by a warm, low-hanging light source, casting a focused glow that accentuates the glistening, damp texture of the foam and creates bright, sharp reflections on the bar's surface, while plunging the softly blurred background into deep shadow. The atmosphere is one of quiet, lonely neglect, a wasted yet mesmerizingly beautiful moment captured in a tightly framed, intimate shot.", + "seed": 28435, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_11/index_5572_seed_28435_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03193579325452447, + "vlm_logprob": -0.03193579325452447, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03193579325452447, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027685318142175674 + ], + "opposite_logprob_tokens": [ + -3.6526854038238525 + ], + "logprob_reward": -0.027685318142175674, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027685318142175674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10611587762832642, + 0.026076583191752434, + 0.06429245322942734, + 0.5117897987365723, + 0.05065232887864113, + 0.020624103024601936, + 0.10563760995864868, + 0.05334705486893654, + 0.03189593926072121, + 0.02956821769475937 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.027685318142175674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014217277988791466 + ], + "opposite_logprob_tokens": [ + -4.264217376708984 + ], + "logprob_reward": -0.014217277988791466, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014217277988791466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3294159471988678, + 0.23512102663516998, + 0.07329145818948746, + 0.17371876537799835, + 0.09025932848453522, + 0.014303239062428474, + 0.01769707351922989, + 0.021983984857797623, + 0.02418932504951954, + 0.02001984603703022 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.014217277988791466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307504743337631 + ], + "opposite_logprob_tokens": [ + -3.1680750846862793 + ], + "logprob_reward": -0.04307504743337631, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307504743337631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3576621413230896, + 0.09207672625780106, + 0.02948678284883499, + 0.33843618631362915, + 0.052297331392765045, + 0.01596953719854355, + 0.01787201315164566, + 0.038970932364463806, + 0.030119339004158974, + 0.027109000831842422 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.04307504743337631 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005949318408966 + ], + "opposite_logprob_tokens": [ + -2.6950595378875732 + ], + "logprob_reward": -0.07005949318408966, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005949318408966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.140326127409935, + 0.21156857907772064, + 0.03594550862908363, + 0.31047776341438293, + 0.12149856239557266, + 0.010602432303130627, + 0.06123148277401924, + 0.05046588182449341, + 0.04206958785653114, + 0.015814105048775673 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.07005949318408966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641829524189234 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004641829524189234, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641829524189234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06994364410638809, + 0.11088799685239792, + 0.09268469363451004, + 0.4414791464805603, + 0.08143780380487442, + 0.038734596222639084, + 0.040359292179346085, + 0.030665885657072067, + 0.04500460624694824, + 0.04880237951874733 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.004641829524189234 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level extreme close-up captures a classic, clear pint glass placed directly on the smooth, dark mahogany surface of a bar. The glass is filled with rich, amber-colored malt liquor, and a thick, creamy, off-white foam pours relentlessly, rising to the rim and beginning its slow, silent descent. The foam cascades down the curved sides of the glass in a thick stream of bubbles, moving at a steady, deliberate pace until it gathers in an ever-expanding, lace-like pool on the polished wood below. The entire scene is dramatically illuminated from outside the frame by a warm, low-hanging light source, casting a focused glow that accentuates the glistening, damp texture of the foam and creates bright, sharp reflections on the bar's surface, while plunging the softly blurred background into deep shadow. The atmosphere is one of quiet, lonely neglect, a wasted yet mesmerizingly beautiful moment captured in a tightly framed, intimate shot.", + "seed": 28436, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_11/index_5572_seed_28436_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.008732194290496409, + "vlm_logprob": -0.008732194290496409, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.008732194290496409, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00766692403703928 + ], + "opposite_logprob_tokens": [ + -5.007667064666748 + ], + "logprob_reward": -0.00766692403703928, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00766692403703928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.471932053565979, + 0.0633733868598938, + 0.19996203482151031, + 0.04813337326049805, + 0.05428997054696083, + 0.04207807406783104, + 0.027815179899334908, + 0.029006533324718475, + 0.03108874149620533, + 0.032320696860551834 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.00766692403703928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007646103389561176 + ], + "opposite_logprob_tokens": [ + -4.882646083831787 + ], + "logprob_reward": -0.007646103389561176, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007646103389561176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07698292285203934, + 0.08256050944328308, + 0.7317246794700623, + 0.03218809515237808, + 0.013865281827747822, + 0.01775265857577324, + 0.010601213201880455, + 0.012118023820221424, + 0.01390528678894043, + 0.008301288820803165 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.007646103389561176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189996480941772 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018189996480941772, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189996480941772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11696496605873108, + 0.03976687788963318, + 0.7643992900848389, + 0.01843615621328354, + 0.009170272387564182, + 0.014217141084372997, + 0.006467337254434824, + 0.006436318624764681, + 0.016382334753870964, + 0.007759361993521452 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.018189996480941772 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644777350127697 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644777350127697, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644777350127697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3912784159183502, + 0.13210493326187134, + 0.29648250341415405, + 0.045072734355926514, + 0.03619738295674324, + 0.017396945506334305, + 0.017744816839694977, + 0.028589896857738495, + 0.02116537280380726, + 0.013967054896056652 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008644777350127697 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a classic pint glass placed on a dark mahogany bar surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass filled with amber-colored malt liquor and a thick, off-white foam pouring over the rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the foam cascade down the sides of the glass in a thick stream of bubbles at a steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, low-hanging light source from outside the frame creating sharp reflections on the bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred and plunged into deep shadow while the foreground is in focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001513170194812119 + ], + "opposite_logprob_tokens": [ + -6.5015130043029785 + ], + "logprob_reward": -0.001513170194812119, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001513170194812119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4297783374786377, + 0.058922965079545975, + 0.23239099979400635, + 0.052525535225868225, + 0.058109961450099945, + 0.03821941837668419, + 0.022976525127887726, + 0.03643414005637169, + 0.025425301864743233, + 0.04521680623292923 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.001513170194812119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_12/index_tensor([7091, 7091])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_12/index_tensor([7091, 7091])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f6eccf5d67231ecc5dc7f27ce7452fa9e5808b9f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_12/index_tensor([7091, 7091])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic, ultra-high-definition, vertical medium shot captures a dynamic ink painting at eye level. Against a backdrop of Chinese landscapes that seem to come alive and flow gently across rice paper, a woman with a delicate face, long black hair loosely tied by an ancient jade hairpin, gracefully leans forward. She wears a flowing, pale-blue silk Hanfu dress, its wide sleeves gently falling with her movements. The lapels are embroidered with delicate, pale-ink bamboo leaf patterns. Her movements are focused and deliberate. A slender hand reaches down, carefully grasping the handle of a modern canvas diaper bag from the ancient bluestone slabs, weathered by time and dotted with moss, and then slowly lifts it. The off-white canvas bag stands in stark yet harmonious contrast to its classical surroundings. A vibrant, traditional auspicious cloud pattern is clearly embroidered on the front in delicate light-gold thread. The light is as soft and even as if filtering through thin rice paper. Without a clear source, it captures every detail, from the sheen of the Hanfu silk to the texture of the canvas to the woman's serene expression. As she rises, the distant mountains, rendered with thick and thin brushstrokes, continue to swirl with mist. The entire scene, nestled within the black, white, and gray of ink wash painting, is infused with vitality by a touch of pale blue on the sleeve and a touch of light gold on the embroidery. A unique atmosphere, a timeless, tranquil poetry, a blend of classical aesthetics and modern pragmatism, permeates the space.", + "seed": 13337, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_12/index_7091_seed_13337_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.055896164011210205, + "vlm_logprob": -0.055896164011210205, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.055896164011210205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0033811326138675213 + ], + "opposite_logprob_tokens": [ + -5.878381252288818 + ], + "logprob_reward": -0.0033811326138675213, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0033811326138675213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1632334142923355, + 0.07914939522743225, + 0.10350584238767624, + 0.09728962182998657, + 0.06660596281290054, + 0.081019826233387, + 0.061783723533153534, + 0.09506705403327942, + 0.11826509982347488, + 0.13408008217811584 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0033811326138675213 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008656122721731663 + ], + "opposite_logprob_tokens": [ + -4.758656024932861 + ], + "logprob_reward": -0.008656122721731663, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008656122721731663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12063565105199814, + 0.09851447492837906, + 0.10879863798618317, + 0.04293489828705788, + 0.03545885905623436, + 0.056195370852947235, + 0.08335413038730621, + 0.043984174728393555, + 0.14150138199329376, + 0.268622487783432 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.008656122721731663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208544731140137 + ], + "opposite_logprob_tokens": [ + -1.5020854473114014 + ], + "logprob_reward": -0.25208544731140137, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208544731140137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10757439583539963, + 0.03868946433067322, + 0.15211883187294006, + 0.04840749874711037, + 0.038650497794151306, + 0.039572954177856445, + 0.08696459233760834, + 0.09361805766820908, + 0.1687909960746765, + 0.22561274468898773 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.25208544731140137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541239149868488 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541239149868488, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541239149868488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05616118386387825, + 0.023342931643128395, + 0.04047162085771561, + 0.028180593624711037, + 0.02382178045809269, + 0.042302634567022324, + 0.05695338547229767, + 0.052420247346162796, + 0.23334051668643951, + 0.4430050849914551 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.012541239149868488 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028168782591819763 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028168782591819763, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028168782591819763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1695791333913803, + 0.0966796800494194, + 0.08764100074768066, + 0.061988357454538345, + 0.03606520965695381, + 0.04973360896110535, + 0.1017780750989914, + 0.11093530803918839, + 0.09870349615812302, + 0.1868961900472641 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0028168782591819763 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, ultra-high-definition, vertical medium shot captures a dynamic ink painting at eye level. Against a backdrop of Chinese landscapes that seem to come alive and flow gently across rice paper, a woman with a delicate face, long black hair loosely tied by an ancient jade hairpin, gracefully leans forward. She wears a flowing, pale-blue silk Hanfu dress, its wide sleeves gently falling with her movements. The lapels are embroidered with delicate, pale-ink bamboo leaf patterns. Her movements are focused and deliberate. A slender hand reaches down, carefully grasping the handle of a modern canvas diaper bag from the ancient bluestone slabs, weathered by time and dotted with moss, and then slowly lifts it. The off-white canvas bag stands in stark yet harmonious contrast to its classical surroundings. A vibrant, traditional auspicious cloud pattern is clearly embroidered on the front in delicate light-gold thread. The light is as soft and even as if filtering through thin rice paper. Without a clear source, it captures every detail, from the sheen of the Hanfu silk to the texture of the canvas to the woman's serene expression. As she rises, the distant mountains, rendered with thick and thin brushstrokes, continue to swirl with mist. The entire scene, nestled within the black, white, and gray of ink wash painting, is infused with vitality by a touch of pale blue on the sleeve and a touch of light gold on the embroidery. A unique atmosphere, a timeless, tranquil poetry, a blend of classical aesthetics and modern pragmatism, permeates the space.", + "seed": 13338, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_12/index_7091_seed_13338_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03504767892882228, + "vlm_logprob": -0.03504767892882228, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03504767892882228, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010964619927108288 + ], + "opposite_logprob_tokens": [ + -4.635964393615723 + ], + "logprob_reward": -0.010964619927108288, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010964619927108288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21485088765621185, + 0.045209579169750214, + 0.04778865724802017, + 0.2152775079011917, + 0.2783101499080658, + 0.042586423456668854, + 0.012174105271697044, + 0.07453550398349762, + 0.03139811009168625, + 0.03786906227469444 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.010964619927108288 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018214812502264977 + ], + "opposite_logprob_tokens": [ + -4.018214702606201 + ], + "logprob_reward": -0.018214812502264977, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018214812502264977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22923043370246887, + 0.06366124749183655, + 0.05440231040120125, + 0.05101768672466278, + 0.06954783201217651, + 0.06713331490755081, + 0.06997569650411606, + 0.26305827498435974, + 0.061594028025865555, + 0.07037916779518127 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.018214812502264977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032563656568527 + ], + "opposite_logprob_tokens": [ + -2.350325584411621 + ], + "logprob_reward": -0.10032563656568527, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032563656568527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13572990894317627, + 0.04010256007313728, + 0.031107215210795403, + 0.03290325403213501, + 0.036902833729982376, + 0.032311949878931046, + 0.09579356014728546, + 0.5000438690185547, + 0.06922590732574463, + 0.025878986343741417 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.10032563656568527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810567781329155 + ], + "opposite_logprob_tokens": [ + -3.2881057262420654 + ], + "logprob_reward": -0.03810567781329155, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810567781329155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24547457695007324, + 0.06770074367523193, + 0.03590043634176254, + 0.05950627848505974, + 0.0383789986371994, + 0.0847020074725151, + 0.06442388147115707, + 0.2743317782878876, + 0.08951885253190994, + 0.04006243124604225 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.03810567781329155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627647835761309 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627647835761309, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627647835761309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16987675428390503, + 0.047569748014211655, + 0.03714635595679283, + 0.0784052163362503, + 0.30304059386253357, + 0.04955736920237541, + 0.017301034182310104, + 0.21280144155025482, + 0.0444093756377697, + 0.03989214077591896 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.007627647835761309 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, ultra-high-definition, vertical medium shot captures a dynamic ink painting at eye level. Against a backdrop of Chinese landscapes that seem to come alive and flow gently across rice paper, a woman with a delicate face, long black hair loosely tied by an ancient jade hairpin, gracefully leans forward. She wears a flowing, pale-blue silk Hanfu dress, its wide sleeves gently falling with her movements. The lapels are embroidered with delicate, pale-ink bamboo leaf patterns. Her movements are focused and deliberate. A slender hand reaches down, carefully grasping the handle of a modern canvas diaper bag from the ancient bluestone slabs, weathered by time and dotted with moss, and then slowly lifts it. The off-white canvas bag stands in stark yet harmonious contrast to its classical surroundings. A vibrant, traditional auspicious cloud pattern is clearly embroidered on the front in delicate light-gold thread. The light is as soft and even as if filtering through thin rice paper. Without a clear source, it captures every detail, from the sheen of the Hanfu silk to the texture of the canvas to the woman's serene expression. As she rises, the distant mountains, rendered with thick and thin brushstrokes, continue to swirl with mist. The entire scene, nestled within the black, white, and gray of ink wash painting, is infused with vitality by a touch of pale blue on the sleeve and a touch of light gold on the embroidery. A unique atmosphere, a timeless, tranquil poetry, a blend of classical aesthetics and modern pragmatism, permeates the space.", + "seed": 13339, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_12/index_7091_seed_13339_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03158860076218843, + "vlm_logprob": -0.03158860076218843, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.03158860076218843, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010576505213975906 + ], + "opposite_logprob_tokens": [ + -4.7605767250061035 + ], + "logprob_reward": -0.010576505213975906, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010576505213975906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14513729512691498, + 0.146501362323761, + 0.07410309463739395, + 0.046917058527469635, + 0.04396440088748932, + 0.04705196991562843, + 0.08029891550540924, + 0.14571601152420044, + 0.07292646169662476, + 0.19738341867923737 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.010576505213975906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216807670891285 + ], + "opposite_logprob_tokens": [ + -4.264216899871826 + ], + "logprob_reward": -0.014216807670891285, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216807670891285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17378616333007812, + 0.10778733342885971, + 0.06263620406389236, + 0.029738254845142365, + 0.0287831649184227, + 0.044877395033836365, + 0.07289011776447296, + 0.11179573088884354, + 0.048083338886499405, + 0.31962230801582336 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.014216807670891285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898393273353577 + ], + "opposite_logprob_tokens": [ + -2.578984022140503 + ], + "logprob_reward": -0.07898393273353577, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898393273353577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08846190571784973, + 0.06598661094903946, + 0.10192862898111343, + 0.18356291949748993, + 0.15531401336193085, + 0.09423088282346725, + 0.07600901275873184, + 0.11550744622945786, + 0.045867208391427994, + 0.07313139736652374 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.07898393273353577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038103725761175156 + ], + "opposite_logprob_tokens": [ + -3.2881038188934326 + ], + "logprob_reward": -0.038103725761175156, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038103725761175156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04041442647576332, + 0.11828962713479996, + 0.08282338827848434, + 0.07400061190128326, + 0.06395263224840164, + 0.14262442290782928, + 0.08670511841773987, + 0.15829020738601685, + 0.07616250216960907, + 0.1567370444536209 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.038103725761175156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606203243136406 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.01606203243136406, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606203243136406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08387338370084763, + 0.11142578721046448, + 0.09745924174785614, + 0.06519119441509247, + 0.04826045781373978, + 0.061337366700172424, + 0.05323326960206032, + 0.13059252500534058, + 0.07543828338384628, + 0.2731884717941284 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.01606203243136406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, ultra-high-definition, vertical medium shot captures a dynamic ink painting at eye level. Against a backdrop of Chinese landscapes that seem to come alive and flow gently across rice paper, a woman with a delicate face, long black hair loosely tied by an ancient jade hairpin, gracefully leans forward. She wears a flowing, pale-blue silk Hanfu dress, its wide sleeves gently falling with her movements. The lapels are embroidered with delicate, pale-ink bamboo leaf patterns. Her movements are focused and deliberate. A slender hand reaches down, carefully grasping the handle of a modern canvas diaper bag from the ancient bluestone slabs, weathered by time and dotted with moss, and then slowly lifts it. The off-white canvas bag stands in stark yet harmonious contrast to its classical surroundings. A vibrant, traditional auspicious cloud pattern is clearly embroidered on the front in delicate light-gold thread. The light is as soft and even as if filtering through thin rice paper. Without a clear source, it captures every detail, from the sheen of the Hanfu silk to the texture of the canvas to the woman's serene expression. As she rises, the distant mountains, rendered with thick and thin brushstrokes, continue to swirl with mist. The entire scene, nestled within the black, white, and gray of ink wash painting, is infused with vitality by a touch of pale blue on the sleeve and a touch of light gold on the embroidery. A unique atmosphere, a timeless, tranquil poetry, a blend of classical aesthetics and modern pragmatism, permeates the space.", + "seed": 13340, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_12/index_7091_seed_13340_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05110301803797483, + "vlm_logprob": -0.05110301803797483, + "vlm_yes_no_margin": 3.7749999523162843, + "vlm_token_credit": -0.05110301803797483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0038246591575443745 + ], + "opposite_logprob_tokens": [ + -5.753824710845947 + ], + "logprob_reward": -0.0038246591575443745, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0038246591575443745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17687250673770905, + 0.08915966749191284, + 0.12381269037723541, + 0.06186266615986824, + 0.03754916042089462, + 0.1324450671672821, + 0.04836674779653549, + 0.03378728777170181, + 0.21875129640102386, + 0.07739284634590149 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0038246591575443745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209662288427353 + ], + "opposite_logprob_tokens": [ + -4.018209457397461 + ], + "logprob_reward": -0.018209662288427353, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018209662288427353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12560917437076569, + 0.18374156951904297, + 0.08554499596357346, + 0.05788597837090492, + 0.07307138293981552, + 0.08987975865602493, + 0.0841815397143364, + 0.055676791816949844, + 0.17359334230422974, + 0.07081549614667892 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.018209662288427353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292659491300583 + ], + "opposite_logprob_tokens": [ + -2.237926483154297 + ], + "logprob_reward": -0.11292659491300583, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292659491300583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07880884408950806, + 0.30212828516960144, + 0.06564932316541672, + 0.05215189605951309, + 0.023476533591747284, + 0.2552553713321686, + 0.07578936219215393, + 0.027310213074088097, + 0.05743219330906868, + 0.061997972428798676 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.11292659491300583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292723566293716 + ], + "opposite_logprob_tokens": [ + -2.237927198410034 + ], + "logprob_reward": -0.11292723566293716, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292723566293716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09103960543870926, + 0.1024639680981636, + 0.04888954758644104, + 0.04869483783841133, + 0.0668555498123169, + 0.1683569848537445, + 0.08105961233377457, + 0.11585037410259247, + 0.19975483417510986, + 0.07703465223312378 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.11292723566293716 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a vertical medium shot with a cinematic ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a pale-blue silk Hanfu dress with bamboo leaf embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman gracefully lean forward to grasp a modern canvas diaper bag from ancient bluestone slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the diaper bag off-white with a vibrant traditional auspicious cloud pattern embroidered in light-gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a flowing Chinese landscape on rice paper with distant mountains rendered in thick and thin brushstrokes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626938167959452 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007626938167959452, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626938167959452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14348390698432922, + 0.056505341082811356, + 0.025479735806584358, + 0.04048760235309601, + 0.0419909842312336, + 0.10560622066259384, + 0.047740742564201355, + 0.03947349265217781, + 0.45894455909729004, + 0.0402873158454895 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.007626938167959452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_13/index_tensor([8480, 8480])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_13/index_tensor([8480, 8480])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..650568f2bb0538eba00588461eeb13431f818b0e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_13/index_tensor([8480, 8480])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, taken from a slightly low angle, captures a scene immersed in the surreal Makoto Shinkai aesthetic, the air itself brimming with emotion and light. The room is bathed in intense, golden late-afternoon sunlight, which filters through a large window draped with sheer white curtains, casting long, soft shadows and illuminating millions of dust particles dancing across the space in the visible twilight. On a light-colored wooden table lies a pristine stack of five vibrantly colored light novels, their glossy covers adorned with vibrant, saturated, anime-style character art. As if weightless, the entire volume rises smoothly and deliberately from the table's surface, a faint, ethereal aura shimmering beneath them. Once lifted into the air, the bookshelf gracefully parted, and each book began to gently rotate in the center of the room, a slow, enchanting ballet. The pages of the topmost book, with its vibrant pink and blue cover, began to flutter open, as if blown by a silent, magical breeze, revealing intricate illustrations from which emanated a brilliant, warm light, softly pulsing and casting a dynamic presence that shifted highlights throughout the room, creating a tranquil, breathtaking atmosphere.", + "seed": 12501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_13/index_8480_seed_12501_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010015362733975052, + "vlm_logprob": -0.010015362733975052, + "vlm_yes_no_margin": 5.35, + "vlm_token_credit": -0.010015362733975052, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00622038496658206 + ], + "opposite_logprob_tokens": [ + -5.13122034072876 + ], + "logprob_reward": -0.00622038496658206, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00622038496658206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0971302017569542, + 0.03582959622144699, + 0.10125008970499039, + 0.22386285662651062, + 0.02939285710453987, + 0.010872178710997105, + 0.2642693519592285, + 0.040234118700027466, + 0.03635556995868683, + 0.1608031988143921 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.00622038496658206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011869773734360933 + ], + "opposite_logprob_tokens": [ + -6.751186847686768 + ], + "logprob_reward": -0.0011869773734360933, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011869773734360933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07987844944000244, + 0.09586381912231445, + 0.03292576223611832, + 0.17871622741222382, + 0.039182864129543304, + 0.08096633106470108, + 0.1454009860754013, + 0.05970846489071846, + 0.07905136793851852, + 0.2083057016134262 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.0011869773734360933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370386362075806 + ], + "opposite_logprob_tokens": [ + -3.4087038040161133 + ], + "logprob_reward": -0.03370386362075806, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370386362075806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08077138662338257, + 0.1101127341389656, + 0.10615278035402298, + 0.14079634845256805, + 0.02483767457306385, + 0.02548876218497753, + 0.373549222946167, + 0.04224052652716637, + 0.025902699679136276, + 0.07014783471822739 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.03370386362075806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628357969224453 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628357969224453, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628357969224453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03799694404006004, + 0.058192115277051926, + 0.036080799996852875, + 0.6181860566139221, + 0.021894482895731926, + 0.02604573406279087, + 0.08805582672357559, + 0.033581800758838654, + 0.013737091794610023, + 0.06622916460037231 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.007628357969224453 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013372297398746014 + ], + "opposite_logprob_tokens": [ + -6.626337051391602 + ], + "logprob_reward": -0.0013372297398746014, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013372297398746014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08694696426391602, + 0.03551526367664337, + 0.061847757548093796, + 0.16830120980739594, + 0.04308386519551277, + 0.07931450009346008, + 0.25566399097442627, + 0.1266980618238449, + 0.05953047052025795, + 0.0830979272723198 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.0013372297398746014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, taken from a slightly low angle, captures a scene immersed in the surreal Makoto Shinkai aesthetic, the air itself brimming with emotion and light. The room is bathed in intense, golden late-afternoon sunlight, which filters through a large window draped with sheer white curtains, casting long, soft shadows and illuminating millions of dust particles dancing across the space in the visible twilight. On a light-colored wooden table lies a pristine stack of five vibrantly colored light novels, their glossy covers adorned with vibrant, saturated, anime-style character art. As if weightless, the entire volume rises smoothly and deliberately from the table's surface, a faint, ethereal aura shimmering beneath them. Once lifted into the air, the bookshelf gracefully parted, and each book began to gently rotate in the center of the room, a slow, enchanting ballet. The pages of the topmost book, with its vibrant pink and blue cover, began to flutter open, as if blown by a silent, magical breeze, revealing intricate illustrations from which emanated a brilliant, warm light, softly pulsing and casting a dynamic presence that shifted highlights throughout the room, creating a tranquil, breathtaking atmosphere.", + "seed": 12502, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_13/index_8480_seed_12502_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0168460076674819, + "vlm_logprob": -0.0168460076674819, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.0168460076674819, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005526502151042223 + ], + "opposite_logprob_tokens": [ + -5.255526542663574 + ], + "logprob_reward": -0.005526502151042223, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005526502151042223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11590573191642761, + 0.064223513007164, + 0.03876760974526405, + 0.042997147887945175, + 0.07050967216491699, + 0.02189243771135807, + 0.02026570402085781, + 0.5539842247962952, + 0.028619179502129555, + 0.042834844440221786 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.005526502151042223 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867294430732727 + ], + "opposite_logprob_tokens": [ + -3.048672914505005 + ], + "logprob_reward": -0.04867294430732727, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867294430732727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10960480570793152, + 0.09111899882555008, + 0.13031937181949615, + 0.07684986293315887, + 0.1015210747718811, + 0.1164785623550415, + 0.021961059421300888, + 0.11938129365444183, + 0.07719728350639343, + 0.15556767582893372 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.04867294430732727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018196668475866318 + ], + "opposite_logprob_tokens": [ + -4.0181965827941895 + ], + "logprob_reward": -0.018196668475866318, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018196668475866318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05705052241683006, + 0.038100600242614746, + 0.05972825363278389, + 0.07137039303779602, + 0.05924847349524498, + 0.11981897056102753, + 0.05656595900654793, + 0.31659314036369324, + 0.07261650264263153, + 0.14890719950199127 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.018196668475866318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640285581350327 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640285581350327, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640285581350327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09547607600688934, + 0.06567288935184479, + 0.056980352848768234, + 0.10130798816680908, + 0.13186678290367126, + 0.07412458956241608, + 0.07277654111385345, + 0.22354397177696228, + 0.09388922154903412, + 0.08436164259910583 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.008640285581350327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031936378218233585 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031936378218233585, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031936378218233585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03850533440709114, + 0.023131240159273148, + 0.0885540097951889, + 0.07382921874523163, + 0.03569906949996948, + 0.07032985240221024, + 0.02727864682674408, + 0.30457186698913574, + 0.10432880371809006, + 0.2337719351053238 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.0031936378218233585 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, taken from a slightly low angle, captures a scene immersed in the surreal Makoto Shinkai aesthetic, the air itself brimming with emotion and light. The room is bathed in intense, golden late-afternoon sunlight, which filters through a large window draped with sheer white curtains, casting long, soft shadows and illuminating millions of dust particles dancing across the space in the visible twilight. On a light-colored wooden table lies a pristine stack of five vibrantly colored light novels, their glossy covers adorned with vibrant, saturated, anime-style character art. As if weightless, the entire volume rises smoothly and deliberately from the table's surface, a faint, ethereal aura shimmering beneath them. Once lifted into the air, the bookshelf gracefully parted, and each book began to gently rotate in the center of the room, a slow, enchanting ballet. The pages of the topmost book, with its vibrant pink and blue cover, began to flutter open, as if blown by a silent, magical breeze, revealing intricate illustrations from which emanated a brilliant, warm light, softly pulsing and casting a dynamic presence that shifted highlights throughout the room, creating a tranquil, breathtaking atmosphere.", + "seed": 12503, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_13/index_8480_seed_12503_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016894632996991277, + "vlm_logprob": -0.016894632996991277, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.016894632996991277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026923442259430885 + ], + "opposite_logprob_tokens": [ + -3.651923418045044 + ], + "logprob_reward": -0.026923442259430885, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026923442259430885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07344578206539154, + 0.033101752400398254, + 0.02397933043539524, + 0.028712980449199677, + 0.031584084033966064, + 0.09447198361158371, + 0.13752342760562897, + 0.059081871062517166, + 0.11338084191083908, + 0.40471789240837097 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.026923442259430885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001957169035449624 + ], + "opposite_logprob_tokens": [ + -6.251956939697266 + ], + "logprob_reward": -0.001957169035449624, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001957169035449624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19625893235206604, + 0.047169893980026245, + 0.024360861629247665, + 0.02602151408791542, + 0.0490286611020565, + 0.18638071417808533, + 0.22905965149402618, + 0.12443751841783524, + 0.04742726311087608, + 0.06985495984554291 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.001957169035449624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329378016293049 + ], + "opposite_logprob_tokens": [ + -3.7732937335968018 + ], + "logprob_reward": -0.02329378016293049, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329378016293049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08120033890008926, + 0.04501241818070412, + 0.022678766399621964, + 0.04911983385682106, + 0.042063936591148376, + 0.5125942230224609, + 0.04940805211663246, + 0.07555558532476425, + 0.08174780011177063, + 0.04061907157301903 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.02329378016293049 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347588747739792 + ], + "opposite_logprob_tokens": [ + -3.6513476371765137 + ], + "logprob_reward": -0.026347588747739792, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347588747739792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09697771817445755, + 0.022714463993906975, + 0.013002793304622173, + 0.03215290233492851, + 0.03396002575755119, + 0.15065382421016693, + 0.2974509596824646, + 0.1389375925064087, + 0.05603700131177902, + 0.15811271965503693 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.026347588747739792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951184779405594 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951184779405594, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951184779405594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05651985853910446, + 0.03359893336892128, + 0.022333726286888123, + 0.03440214693546295, + 0.026572518050670624, + 0.07413990050554276, + 0.15376730263233185, + 0.2995867133140564, + 0.08931069821119308, + 0.2097681760787964 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.005951184779405594 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, taken from a slightly low angle, captures a scene immersed in the surreal Makoto Shinkai aesthetic, the air itself brimming with emotion and light. The room is bathed in intense, golden late-afternoon sunlight, which filters through a large window draped with sheer white curtains, casting long, soft shadows and illuminating millions of dust particles dancing across the space in the visible twilight. On a light-colored wooden table lies a pristine stack of five vibrantly colored light novels, their glossy covers adorned with vibrant, saturated, anime-style character art. As if weightless, the entire volume rises smoothly and deliberately from the table's surface, a faint, ethereal aura shimmering beneath them. Once lifted into the air, the bookshelf gracefully parted, and each book began to gently rotate in the center of the room, a slow, enchanting ballet. The pages of the topmost book, with its vibrant pink and blue cover, began to flutter open, as if blown by a silent, magical breeze, revealing intricate illustrations from which emanated a brilliant, warm light, softly pulsing and casting a dynamic presence that shifted highlights throughout the room, creating a tranquil, breathtaking atmosphere.", + "seed": 12504, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_13/index_8480_seed_12504_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010793023696169256, + "vlm_logprob": -0.010793023696169256, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.010793023696169256, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002791082253679633 + ], + "opposite_logprob_tokens": [ + -6.002790927886963 + ], + "logprob_reward": -0.002791082253679633, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002791082253679633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13484543561935425, + 0.0377926230430603, + 0.06963882595300674, + 0.10731524974107742, + 0.07841196656227112, + 0.06672448664903641, + 0.12316509336233139, + 0.23805058002471924, + 0.0806029662489891, + 0.06345275044441223 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.002791082253679633 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032020746730268 + ], + "opposite_logprob_tokens": [ + -5.753201961517334 + ], + "logprob_reward": -0.0032020746730268, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032020746730268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1323031634092331, + 0.1737123429775238, + 0.05559627339243889, + 0.06793297827243805, + 0.018618755042552948, + 0.04687141999602318, + 0.09701099991798401, + 0.30508968234062195, + 0.056708917021751404, + 0.046155478805303574 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0032020746730268 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589197054505348 + ], + "opposite_logprob_tokens": [ + -3.8955891132354736 + ], + "logprob_reward": -0.020589197054505348, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589197054505348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05293522775173187, + 0.016862407326698303, + 0.023622894659638405, + 0.042314935475587845, + 0.12219486385583878, + 0.04173309728503227, + 0.09172651171684265, + 0.540347158908844, + 0.0502006970345974, + 0.01806217059493065 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.020589197054505348 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287026211619377 + ], + "opposite_logprob_tokens": [ + -3.773287057876587 + ], + "logprob_reward": -0.023287026211619377, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287026211619377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04484397917985916, + 0.014459910802543163, + 0.017380736768245697, + 0.0481456033885479, + 0.046973686665296555, + 0.05130401626229286, + 0.0868653655052185, + 0.554625391960144, + 0.08715245872735977, + 0.048248838633298874 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.023287026211619377 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a room with a large window draped with sheer white curtains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room illuminated by intense golden late-afternoon sunlight filtering through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of five vibrantly colored light novels with anime-style character art visible on a light-colored wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the books rise smoothly from the table and then rotate gently in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the topmost book with a pink and blue cover flutter open to reveal illustrations emitting a brilliant, warm, pulsing light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095738288015127 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095738288015127, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095738288015127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02319285459816456, + 0.008528961800038815, + 0.008897390216588974, + 0.01653464138507843, + 0.04339340329170227, + 0.024257637560367584, + 0.08961466699838638, + 0.7213391065597534, + 0.04773061349987984, + 0.016510751098394394 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.004095738288015127 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_14/index_tensor([1938, 1938])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_14/index_tensor([1938, 1938])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d16d4f924e06590f8977b86fba04ccf0df7cc255 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_14/index_tensor([1938, 1938])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, high-angle aerial shot gracefully follows and slowly circles a majestic eagle, its massive, dark brown wings fully extended, effortlessly riding the high-altitude thermals. In the clear, high-altitude sunlight, the edges of each feather are rimmed with a golden hue, with the signature golden-brown feathers on the nape of its neck being particularly striking. The eagle maintains near-perfect stability, with only the wingtip feathers making minute, precise adjustments. Its head methodically turns from side to side, its amber eyes, sharp as glass beads, scanning the majestic mountains thousands of feet below with cool, focused attention. Below, an awe-inspiring panorama of rugged mountains stretches endlessly below, their peaks capped with snow, while deep green coniferous forests carpet the slopes like a thick carpet, and the exposed gray rock faces reveal rich textures in the light. A winding river, like a silver ribbon, weaves through a deep canyon, its waters reflecting dazzling light. Set against the backdrop of a vast blue sky, the entire image is imbued with a sense of tranquility and powerful energy, conveying the pristine, undisturbed beauty of nature and the solitary majesty of a top predator.", + "seed": 7845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_14/index_1938_seed_7845_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01941697522997856, + "vlm_logprob": -0.01941697522997856, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.01941697522997856, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013350379653275013 + ], + "opposite_logprob_tokens": [ + -4.388350486755371 + ], + "logprob_reward": -0.013350379653275013, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013350379653275013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1294708251953125, + 0.07690335065126419, + 0.049037784337997437, + 0.0692802295088768, + 0.04925652965903282, + 0.1351468861103058, + 0.0660904198884964, + 0.25030601024627686, + 0.10816192626953125, + 0.06634607166051865 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.013350379653275013 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201936036348343 + ], + "opposite_logprob_tokens": [ + -4.01820182800293 + ], + "logprob_reward": -0.018201936036348343, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018201936036348343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10470163077116013, + 0.07953957468271255, + 0.08306088298559189, + 0.033143170177936554, + 0.06799277663230896, + 0.051581889390945435, + 0.06896011531352997, + 0.3729768395423889, + 0.07166652381420135, + 0.06637663394212723 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.018201936036348343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495283007621765 + ], + "opposite_logprob_tokens": [ + -2.92995285987854 + ], + "logprob_reward": -0.05495283007621765, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495283007621765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2515539824962616, + 0.0506613627076149, + 0.03998047113418579, + 0.06681220233440399, + 0.03086523711681366, + 0.10749012976884842, + 0.06309322267770767, + 0.1605200469493866, + 0.1163141056895256, + 0.11270925402641296 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.05495283007621765 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946681834757328 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946681834757328, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946681834757328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08901265263557434, + 0.22660768032073975, + 0.05447259917855263, + 0.025453561916947365, + 0.06095520406961441, + 0.11542730778455734, + 0.0712721198797226, + 0.14326120913028717, + 0.17783625423908234, + 0.03570137917995453 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.005946681834757328 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633048549294472 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004633048549294472, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633048549294472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21080981194972992, + 0.039187926799058914, + 0.10261364281177521, + 0.1643122136592865, + 0.045037414878606796, + 0.04474427178502083, + 0.07150927931070328, + 0.12937059998512268, + 0.05864201486110687, + 0.13377287983894348 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.004633048549294472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle aerial shot gracefully follows and slowly circles a majestic eagle, its massive, dark brown wings fully extended, effortlessly riding the high-altitude thermals. In the clear, high-altitude sunlight, the edges of each feather are rimmed with a golden hue, with the signature golden-brown feathers on the nape of its neck being particularly striking. The eagle maintains near-perfect stability, with only the wingtip feathers making minute, precise adjustments. Its head methodically turns from side to side, its amber eyes, sharp as glass beads, scanning the majestic mountains thousands of feet below with cool, focused attention. Below, an awe-inspiring panorama of rugged mountains stretches endlessly below, their peaks capped with snow, while deep green coniferous forests carpet the slopes like a thick carpet, and the exposed gray rock faces reveal rich textures in the light. A winding river, like a silver ribbon, weaves through a deep canyon, its waters reflecting dazzling light. Set against the backdrop of a vast blue sky, the entire image is imbued with a sense of tranquility and powerful energy, conveying the pristine, undisturbed beauty of nature and the solitary majesty of a top predator.", + "seed": 7846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_14/index_1938_seed_7846_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.017295029293745757, + "vlm_logprob": -0.017295029293745757, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.017295029293745757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00907227210700512 + ], + "opposite_logprob_tokens": [ + -4.759072303771973 + ], + "logprob_reward": -0.00907227210700512, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00907227210700512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24594886600971222, + 0.07265312224626541, + 0.10931697487831116, + 0.11610397696495056, + 0.1610071212053299, + 0.05956081673502922, + 0.09525738656520844, + 0.05157865211367607, + 0.05396002158522606, + 0.03461315482854843 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.00907227210700512 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075288876891136 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075288876891136, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075288876891136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08769043534994125, + 0.04965876415371895, + 0.21496719121932983, + 0.10881368815898895, + 0.1786428987979889, + 0.03377930447459221, + 0.08115578442811966, + 0.128621444106102, + 0.07562584429979324, + 0.041044626384973526 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.016075288876891136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865194112062454 + ], + "opposite_logprob_tokens": [ + -3.048651933670044 + ], + "logprob_reward": -0.04865194112062454, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865194112062454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0809609591960907, + 0.08523073047399521, + 0.10536947101354599, + 0.08763442188501358, + 0.34179171919822693, + 0.04795539379119873, + 0.05784362182021141, + 0.04424859210848808, + 0.11027346551418304, + 0.03869154304265976 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.04865194112062454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067337024956941605 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.0067337024956941605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067337024956941605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20615772902965546, + 0.1041734516620636, + 0.0663163885474205, + 0.2067869007587433, + 0.048759669065475464, + 0.04758882150053978, + 0.09508083015680313, + 0.09143487364053726, + 0.09178075939416885, + 0.04192055016756058 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0067337024956941605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059419418685138226 + ], + "opposite_logprob_tokens": [ + -5.130941867828369 + ], + "logprob_reward": -0.0059419418685138226, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059419418685138226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09501314908266068, + 0.08088888227939606, + 0.1272711604833603, + 0.1483079195022583, + 0.10176502913236618, + 0.036416102200746536, + 0.08292567729949951, + 0.18951605260372162, + 0.09715335071086884, + 0.040742695331573486 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.0059419418685138226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle aerial shot gracefully follows and slowly circles a majestic eagle, its massive, dark brown wings fully extended, effortlessly riding the high-altitude thermals. In the clear, high-altitude sunlight, the edges of each feather are rimmed with a golden hue, with the signature golden-brown feathers on the nape of its neck being particularly striking. The eagle maintains near-perfect stability, with only the wingtip feathers making minute, precise adjustments. Its head methodically turns from side to side, its amber eyes, sharp as glass beads, scanning the majestic mountains thousands of feet below with cool, focused attention. Below, an awe-inspiring panorama of rugged mountains stretches endlessly below, their peaks capped with snow, while deep green coniferous forests carpet the slopes like a thick carpet, and the exposed gray rock faces reveal rich textures in the light. A winding river, like a silver ribbon, weaves through a deep canyon, its waters reflecting dazzling light. Set against the backdrop of a vast blue sky, the entire image is imbued with a sense of tranquility and powerful energy, conveying the pristine, undisturbed beauty of nature and the solitary majesty of a top predator.", + "seed": 7847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_14/index_1938_seed_7847_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012036072043702006, + "vlm_logprob": -0.012036072043702006, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.012036072043702006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012880932539701462 + ], + "opposite_logprob_tokens": [ + -4.387880802154541 + ], + "logprob_reward": -0.012880932539701462, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012880932539701462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2992286682128906, + 0.08701103925704956, + 0.1673133820295334, + 0.0617775060236454, + 0.05219653248786926, + 0.06132962182164192, + 0.11856797337532043, + 0.040179505944252014, + 0.03420793637633324, + 0.07818782329559326 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.012880932539701462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645131252706051 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008645131252706051, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645131252706051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17040595412254333, + 0.11152726411819458, + 0.06755062192678452, + 0.13438671827316284, + 0.0669841542840004, + 0.06821982562541962, + 0.04636678099632263, + 0.03344187140464783, + 0.06721208989620209, + 0.2339046448469162 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.008645131252706051 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029795197769999504 + ], + "opposite_logprob_tokens": [ + -3.5297951698303223 + ], + "logprob_reward": -0.029795197769999504, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029795197769999504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3200770318508148, + 0.10134650766849518, + 0.06424400955438614, + 0.06753194332122803, + 0.04716838151216507, + 0.03166452795267105, + 0.097544364631176, + 0.01840858906507492, + 0.04284212738275528, + 0.20917248725891113 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.029795197769999504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248932633548975 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.005248932633548975, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248932633548975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2547375559806824, + 0.05408213287591934, + 0.05038388818502426, + 0.07361320406198502, + 0.1677788347005844, + 0.14854811131954193, + 0.0709007978439331, + 0.03785046935081482, + 0.034994009882211685, + 0.10711095482110977 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.005248932633548975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361016602255404 + ], + "opposite_logprob_tokens": [ + -5.628610134124756 + ], + "logprob_reward": -0.00361016602255404, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361016602255404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32027485966682434, + 0.07679002732038498, + 0.04757724329829216, + 0.13086867332458496, + 0.06326769292354584, + 0.04059252515435219, + 0.14257413148880005, + 0.03427130728960037, + 0.03394351154565811, + 0.10984008759260178 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.00361016602255404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle aerial shot gracefully follows and slowly circles a majestic eagle, its massive, dark brown wings fully extended, effortlessly riding the high-altitude thermals. In the clear, high-altitude sunlight, the edges of each feather are rimmed with a golden hue, with the signature golden-brown feathers on the nape of its neck being particularly striking. The eagle maintains near-perfect stability, with only the wingtip feathers making minute, precise adjustments. Its head methodically turns from side to side, its amber eyes, sharp as glass beads, scanning the majestic mountains thousands of feet below with cool, focused attention. Below, an awe-inspiring panorama of rugged mountains stretches endlessly below, their peaks capped with snow, while deep green coniferous forests carpet the slopes like a thick carpet, and the exposed gray rock faces reveal rich textures in the light. A winding river, like a silver ribbon, weaves through a deep canyon, its waters reflecting dazzling light. Set against the backdrop of a vast blue sky, the entire image is imbued with a sense of tranquility and powerful energy, conveying the pristine, undisturbed beauty of nature and the solitary majesty of a top predator.", + "seed": 7848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_14/index_1938_seed_7848_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.012867060443386435, + "vlm_logprob": -0.012867060443386435, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.012867060443386435, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007450650446116924 + ], + "opposite_logprob_tokens": [ + -5.007450580596924 + ], + "logprob_reward": -0.007450650446116924, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007450650446116924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3087708353996277, + 0.12762822210788727, + 0.12544208765029907, + 0.043457992374897, + 0.0816681906580925, + 0.08437354862689972, + 0.057170622050762177, + 0.07650944590568542, + 0.026974638924002647, + 0.06800444424152374 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007450650446116924 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086059734225273 + ], + "opposite_logprob_tokens": [ + -4.5110859870910645 + ], + "logprob_reward": -0.011086059734225273, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086059734225273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1164916530251503, + 0.052054304629564285, + 0.10161687433719635, + 0.09073349833488464, + 0.08335938304662704, + 0.23948931694030762, + 0.14382179081439972, + 0.04512152820825577, + 0.04657052084803581, + 0.08074113726615906 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.011086059734225273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380968414247036 + ], + "opposite_logprob_tokens": [ + -3.2880969047546387 + ], + "logprob_reward": -0.0380968414247036, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380968414247036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1964154690504074, + 0.10422158241271973, + 0.06405328214168549, + 0.03967064991593361, + 0.046228960156440735, + 0.09950987994670868, + 0.09825443476438522, + 0.08957516402006149, + 0.06928636878728867, + 0.19278421998023987 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0380968414247036 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612779313698411 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.003612779313698411, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612779313698411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29972216486930847, + 0.08536587655544281, + 0.08388259261846542, + 0.12217636406421661, + 0.09797549992799759, + 0.08514919131994247, + 0.03275756910443306, + 0.03765713423490524, + 0.07473196089267731, + 0.0805816650390625 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.003612779313698411 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large eagle with dark brown wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle have golden-brown feathers on the nape of its neck and golden-rimmed feather edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the eagle's head turning from side to side while its amber eyes scan the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-altitude panorama featuring snow-capped mountains, green coniferous forests, and a winding silver river in a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a sweeping high-angle aerial view that gracefully follows and slowly circles the eagle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004088971298187971 + ], + "opposite_logprob_tokens": [ + -5.504088878631592 + ], + "logprob_reward": -0.004088971298187971, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004088971298187971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1482202261686325, + 0.030419398099184036, + 0.08673830330371857, + 0.059212103486061096, + 0.11566589772701263, + 0.11208710074424744, + 0.040099818259477615, + 0.11991439759731293, + 0.09366782754659653, + 0.19397488236427307 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.004088971298187971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_15/index_tensor([3776, 3776])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_15/index_tensor([3776, 3776])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..46b6a20d80b465416cadd7529012fa0224ee2573 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_15/index_tensor([3776, 3776])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.", + "seed": 26265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_15/index_3776_seed_26265_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4410137332975864, + "vlm_logprob": -0.4410137332975864, + "vlm_yes_no_margin": 2.200000023841858, + "vlm_token_credit": -0.4410137332975864, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0172633845359087 + ], + "opposite_logprob_tokens": [ + -4.142263412475586 + ], + "logprob_reward": -0.0172633845359087, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0172633845359087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14821720123291016, + 0.06637725234031677, + 0.11136088520288467, + 0.2700624167919159, + 0.08089248090982437, + 0.16962233185768127, + 0.042005203664302826, + 0.04407412186264992, + 0.0322967953979969, + 0.035091325640678406 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.0172633845359087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0178112983703613 + ], + "opposite_logprob_tokens": [ + -0.14281140267848969 + ], + "logprob_reward": -2.0178112983703613, + "yes_no_margin_reward": -1.8749998807907104, + "token_credit_reward": -2.0178112983703613, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09503049403429031, + 0.12550660967826843, + 0.03235252946615219, + 0.13231699168682098, + 0.07322213798761368, + 0.09312672913074493, + 0.1015762910246849, + 0.05447395518422127, + 0.060308415442705154, + 0.23208582401275635 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -2.0178112983703613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029857100918889046 + ], + "opposite_logprob_tokens": [ + -3.5298571586608887 + ], + "logprob_reward": -0.029857100918889046, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029857100918889046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04903494566679001, + 0.045321106910705566, + 0.018756389617919922, + 0.07987495511770248, + 0.12333506345748901, + 0.325917512178421, + 0.09836365282535553, + 0.08305065333843231, + 0.053020842373371124, + 0.12332484871149063 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.029857100918889046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006938755512238 + ], + "opposite_logprob_tokens": [ + -2.6950693130493164 + ], + "logprob_reward": -0.07006938755512238, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006938755512238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.141544908285141, + 0.05889635905623436, + 0.07982654124498367, + 0.11560989916324615, + 0.12501317262649536, + 0.05868906527757645, + 0.14809072017669678, + 0.09578602761030197, + 0.029696162790060043, + 0.14684714376926422 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.07006938755512238 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006749510765076 + ], + "opposite_logprob_tokens": [ + -2.6950674057006836 + ], + "logprob_reward": -0.07006749510765076, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006749510765076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10517146438360214, + 0.0635879635810852, + 0.08161980658769608, + 0.12616004049777985, + 0.13043402135372162, + 0.17420469224452972, + 0.07315589487552643, + 0.031048547476530075, + 0.054861780256032944, + 0.15975581109523773 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.07006749510765076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.", + "seed": 26266, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_15/index_3776_seed_26266_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3461866058409214, + "vlm_logprob": -0.3461866058409214, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.3461866058409214, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021634064614772797 + ], + "opposite_logprob_tokens": [ + -3.896634101867676 + ], + "logprob_reward": -0.021634064614772797, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021634064614772797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39455121755599976, + 0.06741639971733093, + 0.047399766743183136, + 0.06451348215341568, + 0.08463528007268906, + 0.11489640921354294, + 0.08600184321403503, + 0.04813797026872635, + 0.02209983393549919, + 0.0703478530049324 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.021634064614772797 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005785465240479 + ], + "opposite_logprob_tokens": [ + -0.22557856142520905 + ], + "logprob_reward": -1.6005785465240479, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005785465240479, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.47311291098594666, + 0.07872122526168823, + 0.11873459070920944, + 0.06021847203373909, + 0.04000197350978851, + 0.06479408591985703, + 0.05123419314622879, + 0.046391140669584274, + 0.014621693640947342, + 0.05216962471604347 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -1.6005785465240479 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023325923830270767 + ], + "opposite_logprob_tokens": [ + -3.7733259201049805 + ], + "logprob_reward": -0.023325923830270767, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023325923830270767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21479205787181854, + 0.08403836935758591, + 0.10038302093744278, + 0.05901997536420822, + 0.06715161353349686, + 0.09654419124126434, + 0.06628955900669098, + 0.07315675914287567, + 0.06943830847740173, + 0.16918611526489258 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.023325923830270767 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062089066952466965 + ], + "opposite_logprob_tokens": [ + -2.812088966369629 + ], + "logprob_reward": -0.062089066952466965, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062089066952466965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12600962817668915, + 0.14909307658672333, + 0.08951400220394135, + 0.08975595980882645, + 0.10825137794017792, + 0.09636326879262924, + 0.08435804396867752, + 0.06647942215204239, + 0.07187113910913467, + 0.11830415576696396 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.062089066952466965 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330542728304863 + ], + "opposite_logprob_tokens": [ + -3.7733054161071777 + ], + "logprob_reward": -0.02330542728304863, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330542728304863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37011197209358215, + 0.14384858310222626, + 0.11734113097190857, + 0.03765540570020676, + 0.02758910320699215, + 0.09990816563367844, + 0.050516098737716675, + 0.043522488325834274, + 0.05798059701919556, + 0.051526520401239395 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02330542728304863 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.", + "seed": 26267, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_15/index_3776_seed_26267_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.45780403912067413, + "vlm_logprob": -0.45780403912067413, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.45780403912067413, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030622873455286026 + ], + "opposite_logprob_tokens": [ + -3.530622959136963 + ], + "logprob_reward": -0.030622873455286026, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030622873455286026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13502755761146545, + 0.22499319911003113, + 0.2447165548801422, + 0.15910179913043976, + 0.04677008464932442, + 0.04775634780526161, + 0.03734222799539566, + 0.022839665412902832, + 0.02736424282193184, + 0.054088346660137177 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.030622873455286026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127058744430542 + ], + "opposite_logprob_tokens": [ + -0.12705875933170319 + ], + "logprob_reward": -2.127058744430542, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.127058744430542, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1679544448852539, + 0.12499722093343735, + 0.23307986557483673, + 0.04026022553443909, + 0.09407088905572891, + 0.10474628210067749, + 0.06424827128648758, + 0.06116276979446411, + 0.05540070682764053, + 0.054079364985227585 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -2.127058744430542 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014234554022550583 + ], + "opposite_logprob_tokens": [ + -4.26423454284668 + ], + "logprob_reward": -0.014234554022550583, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014234554022550583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05752265825867653, + 0.08646766096353531, + 0.11223626136779785, + 0.0329664871096611, + 0.09407413005828857, + 0.31508374214172363, + 0.07608553022146225, + 0.0931844487786293, + 0.07196544110774994, + 0.06041364744305611 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.014234554022550583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209511682391167 + ], + "opposite_logprob_tokens": [ + -2.8120951652526855 + ], + "logprob_reward": -0.06209511682391167, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209511682391167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10945675522089005, + 0.16732975840568542, + 0.14502298831939697, + 0.061090610921382904, + 0.04652838408946991, + 0.10915350914001465, + 0.09765609353780746, + 0.06103527545928955, + 0.10088936239480972, + 0.10183728486299515 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.06209511682391167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0550089068710804 + ], + "opposite_logprob_tokens": [ + -2.930008888244629 + ], + "logprob_reward": -0.0550089068710804, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0550089068710804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0575532503426075, + 0.08710410445928574, + 0.21708892285823822, + 0.13962453603744507, + 0.06727458536624908, + 0.10255572944879532, + 0.03165224567055702, + 0.050295304507017136, + 0.08543188869953156, + 0.16141940653324127 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.0550089068710804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.", + "seed": 26268, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_15/index_3776_seed_26268_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.27367731742560863, + "vlm_logprob": -0.27367731742560863, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.27367731742560863, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04623088613152504 + ], + "opposite_logprob_tokens": [ + -3.1712307929992676 + ], + "logprob_reward": -0.04623088613152504, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04623088613152504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04417042061686516, + 0.032190535217523575, + 0.02390080690383911, + 0.04888347163796425, + 0.0424625389277935, + 0.1033533439040184, + 0.09258728474378586, + 0.0939866304397583, + 0.042532023042440414, + 0.4759329557418823 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.04623088613152504 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236659526824951 + ], + "opposite_logprob_tokens": [ + -0.3486659824848175 + ], + "logprob_reward": -1.2236659526824951, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236659526824951, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07527872920036316, + 0.06625865399837494, + 0.0730709433555603, + 0.2118048369884491, + 0.08046364784240723, + 0.08978080004453659, + 0.07379757612943649, + 0.06634869426488876, + 0.12300416082143784, + 0.14019200205802917 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -1.2236659526824951 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016089601442217827 + ], + "opposite_logprob_tokens": [ + -4.14108943939209 + ], + "logprob_reward": -0.016089601442217827, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016089601442217827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04573797807097435, + 0.12211930006742477, + 0.1166047602891922, + 0.03259306773543358, + 0.05608565732836723, + 0.0653541088104248, + 0.11457805335521698, + 0.12134698033332825, + 0.05528974160552025, + 0.2702903747558594 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.016089601442217827 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868464171886444 + ], + "opposite_logprob_tokens": [ + -3.048684597015381 + ], + "logprob_reward": -0.04868464171886444, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868464171886444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06179225817322731, + 0.09922552108764648, + 0.10258499532938004, + 0.046446654945611954, + 0.077504001557827, + 0.07840345054864883, + 0.21896639466285706, + 0.06973636895418167, + 0.042328063398599625, + 0.20301218330860138 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.04868464171886444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of a traditional bamboo steamer emitting billowing white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still at eye level throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged woman with raven hair in a bun visible within the steam haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are glistening grains of rice visible on the woman's temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature soft morning light creating a rim light effect on the woman's figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371550515294075 + ], + "opposite_logprob_tokens": [ + -3.4087154865264893 + ], + "logprob_reward": -0.03371550515294075, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371550515294075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05544848367571831, + 0.040229689329862595, + 0.038650285452604294, + 0.04192563146352768, + 0.04749774560332298, + 0.3000619113445282, + 0.11445020884275436, + 0.1016303077340126, + 0.07617735862731934, + 0.18392843008041382 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.03371550515294075 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_2/index_tensor([3081, 3081])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_2/index_tensor([3081, 3081])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..19c862742bf8fc9709edd6c658ac0aeeb4ef5686 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_2/index_tensor([3081, 3081])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.", + "seed": 6313, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_2/index_3081_seed_6313_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03864449188113213, + "vlm_logprob": -0.03864449188113213, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03864449188113213, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12933246791362762 + ], + "opposite_logprob_tokens": [ + -2.1293325424194336 + ], + "logprob_reward": -0.12933246791362762, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12933246791362762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11968523263931274, + 0.03678370267152786, + 0.054669830948114395, + 0.10091366618871689, + 0.03803718090057373, + 0.07656789571046829, + 0.020620372146368027, + 0.1734606921672821, + 0.22441141307353973, + 0.15485002100467682 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.12933246791362762 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043104734271764755 + ], + "opposite_logprob_tokens": [ + -3.168104648590088 + ], + "logprob_reward": -0.043104734271764755, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043104734271764755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2257479876279831, + 0.29506534337997437, + 0.030952751636505127, + 0.04167703911662102, + 0.014850386418402195, + 0.07621552795171738, + 0.032526757568120956, + 0.027433719485998154, + 0.0554673857986927, + 0.2000630795955658 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.043104734271764755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100250080227852 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.004100250080227852, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100250080227852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15906992554664612, + 0.23017144203186035, + 0.06902855634689331, + 0.053675685077905655, + 0.07035782188177109, + 0.08145696669816971, + 0.05179201439023018, + 0.07687363773584366, + 0.040666528046131134, + 0.166907399892807 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.004100250080227852 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024917051196098328 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.0024917051196098328, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024917051196098328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13731630146503448, + 0.10534755140542984, + 0.16020697355270386, + 0.08377762883901596, + 0.08670367300510406, + 0.08593808859586716, + 0.05965712293982506, + 0.1370541751384735, + 0.056594740599393845, + 0.08740384131669998 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0024917051196098328 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193302020430565 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193302020430565, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193302020430565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45724642276763916, + 0.18038290739059448, + 0.04473879560828209, + 0.04114602133631706, + 0.04229874163866043, + 0.056302715092897415, + 0.03560597822070122, + 0.034467004239559174, + 0.03419109061360359, + 0.0736202523112297 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.014193302020430565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.", + "seed": 6314, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_2/index_3081_seed_6314_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.046206651255488396, + "vlm_logprob": -0.046206651255488396, + "vlm_yes_no_margin": 4.025000023841858, + "vlm_token_credit": -0.046206651255488396, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14657536149024963 + ], + "opposite_logprob_tokens": [ + -2.021575450897217 + ], + "logprob_reward": -0.14657536149024963, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14657536149024963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1990194022655487, + 0.2603638470172882, + 0.040012165904045105, + 0.07601940631866455, + 0.20887744426727295, + 0.06794595718383789, + 0.03759463503956795, + 0.024785742163658142, + 0.04724493622779846, + 0.03813639655709267 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.14657536149024963 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209477782249451 + ], + "opposite_logprob_tokens": [ + -2.8120946884155273 + ], + "logprob_reward": -0.06209477782249451, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209477782249451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3825943171977997, + 0.025730544701218605, + 0.02724255993962288, + 0.02808935008943081, + 0.1204427108168602, + 0.16237011551856995, + 0.046876534819602966, + 0.0426643006503582, + 0.12541942298412323, + 0.038570135831832886 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.06209477782249451 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958057940006256 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.005958057940006256, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958057940006256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19095812737941742, + 0.08965817093849182, + 0.053010791540145874, + 0.06687582284212112, + 0.10263626277446747, + 0.11111629754304886, + 0.08405879139900208, + 0.07955916225910187, + 0.10862519592046738, + 0.11350134760141373 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.005958057940006256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00220282468944788 + ], + "opposite_logprob_tokens": [ + -6.127202987670898 + ], + "logprob_reward": -0.00220282468944788, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00220282468944788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20677638053894043, + 0.073333740234375, + 0.06455516815185547, + 0.10216052830219269, + 0.16742980480194092, + 0.1197378858923912, + 0.0725288987159729, + 0.0774979218840599, + 0.028807027265429497, + 0.08717267960309982 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.00220282468944788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202234335243702 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014202234335243702, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202234335243702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17350736260414124, + 0.04544323682785034, + 0.015041866339743137, + 0.046867623925209045, + 0.11871625483036041, + 0.16248217225074768, + 0.19117093086242676, + 0.08893746882677078, + 0.09155727922916412, + 0.06627583503723145 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.014202234335243702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.", + "seed": 6315, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_2/index_3081_seed_6315_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06274493229575455, + "vlm_logprob": -0.06274493229575455, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.06274493229575455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20520570874214172 + ], + "opposite_logprob_tokens": [ + -1.7052056789398193 + ], + "logprob_reward": -0.20520570874214172, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20520570874214172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13420706987380981, + 0.10664698481559753, + 0.09386152774095535, + 0.2430717945098877, + 0.09854432940483093, + 0.07012020796537399, + 0.12142012268304825, + 0.045575667172670364, + 0.04644431918859482, + 0.04010795056819916 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.20520570874214172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016107195988297462 + ], + "opposite_logprob_tokens": [ + -4.141107082366943 + ], + "logprob_reward": -0.016107195988297462, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016107195988297462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03726289048790932, + 0.0788842961192131, + 0.08236861228942871, + 0.1267038881778717, + 0.054172344505786896, + 0.06382687389850616, + 0.03641391173005104, + 0.05740709975361824, + 0.15287646651268005, + 0.31008362770080566 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.016107195988297462 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791442193090916 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.009791442193090916, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791442193090916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10100331902503967, + 0.050121624022722244, + 0.12328144162893295, + 0.3042818307876587, + 0.09860868006944656, + 0.051004551351070404, + 0.10035259276628494, + 0.0620577409863472, + 0.03532784432172775, + 0.0739603042602539 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.009791442193090916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900112122297287 + ], + "opposite_logprob_tokens": [ + -2.5790011882781982 + ], + "logprob_reward": -0.07900112122297287, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900112122297287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1559993177652359, + 0.05669993534684181, + 0.1057283878326416, + 0.4780332148075104, + 0.0267940666526556, + 0.016541171818971634, + 0.047728877514600754, + 0.045283421874046326, + 0.033821191638708115, + 0.033370304852724075 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.07900112122297287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619193332269788 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.003619193332269788, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619193332269788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08786704391241074, + 0.093220554292202, + 0.09089116752147675, + 0.28905564546585083, + 0.09677745401859283, + 0.04008638113737106, + 0.11707987636327744, + 0.09569242596626282, + 0.05449559539556503, + 0.0348338708281517 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.003619193332269788 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.", + "seed": 6316, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_2/index_3081_seed_6316_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.042561288177967074, + "vlm_logprob": -0.042561288177967074, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.042561288177967074, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18141311407089233 + ], + "opposite_logprob_tokens": [ + -1.806413173675537 + ], + "logprob_reward": -0.18141311407089233, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18141311407089233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2563864588737488, + 0.09334956854581833, + 0.16354990005493164, + 0.10618264973163605, + 0.07174576818943024, + 0.10868580639362335, + 0.06943610310554504, + 0.04345102235674858, + 0.019084177911281586, + 0.0681285560131073 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.18141311407089233 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608608104288578 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.01608608104288578, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608608104288578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2150740921497345, + 0.2403462529182434, + 0.08413083851337433, + 0.15997061133384705, + 0.09213391691446304, + 0.022862592712044716, + 0.06593137979507446, + 0.025510571897029877, + 0.055971432477235794, + 0.03806830197572708 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.01608608104288578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257708020508289 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257708020508289, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257708020508289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12897899746894836, + 0.1561770737171173, + 0.23543302714824677, + 0.09060321003198624, + 0.16863763332366943, + 0.0303428266197443, + 0.07557909190654755, + 0.03661056235432625, + 0.04543858394026756, + 0.03219899907708168 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.005257708020508289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040996563620865345 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.0040996563620865345, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040996563620865345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11085987836122513, + 0.11853420734405518, + 0.0616878978908062, + 0.11693251878023148, + 0.17465785145759583, + 0.060901105403900146, + 0.19090628623962402, + 0.06397969275712967, + 0.04597526416182518, + 0.055565353482961655 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.0040996563620865345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant black Maybach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rain-soaked city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot taken from a low angle in a side-on tracking position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera focus pinpointed on the vehicle's front wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car speed through puddles, flinging a fan-shaped curtain of water to the rear and sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059498813934624195 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.0059498813934624195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059498813934624195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13103370368480682, + 0.09133873134851456, + 0.06869029253721237, + 0.23411209881305695, + 0.1162356436252594, + 0.04342029616236687, + 0.12380478531122208, + 0.047642868012189865, + 0.08938349038362503, + 0.054338086396455765 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0059498813934624195 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_3/index_tensor([1465, 1465])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_3/index_tensor([1465, 1465])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..099300fef4b37a61706cf5c0079301e1c54ae2c0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_3/index_tensor([1465, 1465])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, medium shot takes us to a deserted subway platform late at night. An elderly street performer takes center stage, wearing a well-worn, dark fedora, his graying hair tangled from beneath its brim. His face is lined with wrinkles as deep as a map. Clad in a heavy, dark gray wool coat with frayed edges, he closes his eyes in concentration, completely absorbed in the brass alto saxophone he holds. A few pale fluorescent lights on the ceiling provide the sole source of light, their cold, vertical beams illuminating his cheeks, which puff slightly from his intense playing, and casting a solitary, elongated shadow on the white tiled wall behind him. His fingers dance skillfully and briskly across the mother-of-pearl keys, warmed by constant use, his body swaying gently to the melancholic melody he produces. The melodious and slightly sad saxophone music echoes clearly in the empty underground space, interweaving with the faint sound of wind coming from the distant tunnel. The whole scene, set against the backdrop of cold colors, creates a quiet atmosphere of extreme loneliness yet full of artistic resilience.", + "seed": 10758, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_3/index_1465_seed_10758_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05065016476437449, + "vlm_logprob": -0.05065016476437449, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.05065016476437449, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.211388498544693 + ], + "opposite_logprob_tokens": [ + -1.7113884687423706 + ], + "logprob_reward": -0.211388498544693, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.211388498544693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1441809982061386, + 0.2765696942806244, + 0.08712711930274963, + 0.10800350457429886, + 0.11363798379898071, + 0.033709242939949036, + 0.10248539596796036, + 0.04030483961105347, + 0.049753326922655106, + 0.04422788694500923 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.211388498544693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01423149835318327 + ], + "opposite_logprob_tokens": [ + -4.2642316818237305 + ], + "logprob_reward": -0.01423149835318327, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01423149835318327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24365323781967163, + 0.11452700197696686, + 0.12060503661632538, + 0.06211446598172188, + 0.08496391773223877, + 0.08611439168453217, + 0.038072556257247925, + 0.08537986129522324, + 0.08287887275218964, + 0.08169067651033401 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01423149835318327 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089714244008064 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.011089714244008064, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089714244008064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.157793328166008, + 0.1820928156375885, + 0.037714868783950806, + 0.07589305192232132, + 0.057746123522520065, + 0.034236278384923935, + 0.03390664607286453, + 0.23537564277648926, + 0.06056889146566391, + 0.1246723160147667 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.011089714244008064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097969900816679 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.0097969900816679, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097969900816679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07803221046924591, + 0.46067777276039124, + 0.0825597494840622, + 0.04361433535814285, + 0.023714905604720116, + 0.06927766650915146, + 0.03170221671462059, + 0.03467589244246483, + 0.04594476893544197, + 0.1298004686832428 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.0097969900816679 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744122598320246 + ], + "opposite_logprob_tokens": [ + -5.006743907928467 + ], + "logprob_reward": -0.006744122598320246, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744122598320246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16901111602783203, + 0.1068279892206192, + 0.07419164478778839, + 0.1459197700023651, + 0.09972858428955078, + 0.1184636726975441, + 0.03356475755572319, + 0.12305120378732681, + 0.057465340942144394, + 0.07177584618330002 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.006744122598320246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium shot takes us to a deserted subway platform late at night. An elderly street performer takes center stage, wearing a well-worn, dark fedora, his graying hair tangled from beneath its brim. His face is lined with wrinkles as deep as a map. Clad in a heavy, dark gray wool coat with frayed edges, he closes his eyes in concentration, completely absorbed in the brass alto saxophone he holds. A few pale fluorescent lights on the ceiling provide the sole source of light, their cold, vertical beams illuminating his cheeks, which puff slightly from his intense playing, and casting a solitary, elongated shadow on the white tiled wall behind him. His fingers dance skillfully and briskly across the mother-of-pearl keys, warmed by constant use, his body swaying gently to the melancholic melody he produces. The melodious and slightly sad saxophone music echoes clearly in the empty underground space, interweaving with the faint sound of wind coming from the distant tunnel. The whole scene, set against the backdrop of cold colors, creates a quiet atmosphere of extreme loneliness yet full of artistic resilience.", + "seed": 10759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_3/index_1465_seed_10759_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10109058981761336, + "vlm_logprob": -0.10109058981761336, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.10109058981761336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4396682679653168 + ], + "opposite_logprob_tokens": [ + -1.0646682977676392 + ], + "logprob_reward": -0.4396682679653168, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4396682679653168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07274415343999863, + 0.03494472801685333, + 0.028466232120990753, + 0.024302886798977852, + 0.01655717007815838, + 0.1378498375415802, + 0.5757459998130798, + 0.016714129596948624, + 0.00915613304823637, + 0.08351875841617584 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.4396682679653168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014228442683815956 + ], + "opposite_logprob_tokens": [ + -4.264228343963623 + ], + "logprob_reward": -0.014228442683815956, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014228442683815956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13301576673984528, + 0.040688078850507736, + 0.04964068904519081, + 0.04225926473736763, + 0.019305799156427383, + 0.02602338418364525, + 0.5903028845787048, + 0.02985813468694687, + 0.016419749706983566, + 0.052486252039670944 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.014228442683815956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023309387266635895 + ], + "opposite_logprob_tokens": [ + -3.7733094692230225 + ], + "logprob_reward": -0.023309387266635895, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023309387266635895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16124357283115387, + 0.0838533490896225, + 0.06192181259393692, + 0.15958738327026367, + 0.0474686361849308, + 0.10886882245540619, + 0.22405928373336792, + 0.04723513498902321, + 0.026554767042398453, + 0.07920721918344498 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.023309387266635895 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020610567182302475 + ], + "opposite_logprob_tokens": [ + -3.8956105709075928 + ], + "logprob_reward": -0.020610567182302475, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020610567182302475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023502040654420853, + 0.02308760955929756, + 0.029263416305184364, + 0.0241240207105875, + 0.04318290948867798, + 0.200114443898201, + 0.4584115743637085, + 0.047688260674476624, + 0.036929652094841, + 0.11369608342647552 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.020610567182302475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636283989995718 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636283989995718, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636283989995718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1238674521446228, + 0.05224930867552757, + 0.046335369348526, + 0.06772229820489883, + 0.051664095371961594, + 0.15558820962905884, + 0.3599943220615387, + 0.07850715517997742, + 0.028058914467692375, + 0.03601287305355072 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.007636283989995718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium shot takes us to a deserted subway platform late at night. An elderly street performer takes center stage, wearing a well-worn, dark fedora, his graying hair tangled from beneath its brim. His face is lined with wrinkles as deep as a map. Clad in a heavy, dark gray wool coat with frayed edges, he closes his eyes in concentration, completely absorbed in the brass alto saxophone he holds. A few pale fluorescent lights on the ceiling provide the sole source of light, their cold, vertical beams illuminating his cheeks, which puff slightly from his intense playing, and casting a solitary, elongated shadow on the white tiled wall behind him. His fingers dance skillfully and briskly across the mother-of-pearl keys, warmed by constant use, his body swaying gently to the melancholic melody he produces. The melodious and slightly sad saxophone music echoes clearly in the empty underground space, interweaving with the faint sound of wind coming from the distant tunnel. The whole scene, set against the backdrop of cold colors, creates a quiet atmosphere of extreme loneliness yet full of artistic resilience.", + "seed": 10760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_3/index_1465_seed_10760_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06611649561673402, + "vlm_logprob": -0.06611649561673402, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.06611649561673402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2378017157316208 + ], + "opposite_logprob_tokens": [ + -1.6128016710281372 + ], + "logprob_reward": -0.2378017157316208, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2378017157316208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17670266330242157, + 0.09273333102464676, + 0.06149376928806305, + 0.14445289969444275, + 0.08473993837833405, + 0.05843489244580269, + 0.11253967881202698, + 0.14814022183418274, + 0.0864730179309845, + 0.03428965061903 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.2378017157316208 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018220899626612663 + ], + "opposite_logprob_tokens": [ + -4.018220901489258 + ], + "logprob_reward": -0.018220899626612663, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018220899626612663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2404620498418808, + 0.20807217061519623, + 0.11182905733585358, + 0.10143877565860748, + 0.037231817841529846, + 0.030562497675418854, + 0.07367157936096191, + 0.10643349587917328, + 0.03750144690275192, + 0.052797093987464905 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018220899626612663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048682596534490585 + ], + "opposite_logprob_tokens": [ + -3.048682689666748 + ], + "logprob_reward": -0.048682596534490585, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048682596534490585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12947478890419006, + 0.1528346985578537, + 0.10269024223089218, + 0.11891044676303864, + 0.03682906553149223, + 0.058416906744241714, + 0.11010343581438065, + 0.08481189608573914, + 0.07941791415214539, + 0.1265106350183487 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.048682596534490585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016089484095573425 + ], + "opposite_logprob_tokens": [ + -4.14108943939209 + ], + "logprob_reward": -0.016089484095573425, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016089484095573425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22130395472049713, + 0.1441577821969986, + 0.08972258120775223, + 0.0926521047949791, + 0.09557595103979111, + 0.18260253965854645, + 0.037954915314912796, + 0.042252279818058014, + 0.03501484915614128, + 0.0587630420923233 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.016089484095573425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787782095372677 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.009787782095372677, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787782095372677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15594267845153809, + 0.06728973984718323, + 0.05654746666550636, + 0.12755519151687622, + 0.06812231242656708, + 0.048736780881881714, + 0.12589803338050842, + 0.1378437727689743, + 0.08600964397192001, + 0.12605436146259308 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.009787782095372677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium shot takes us to a deserted subway platform late at night. An elderly street performer takes center stage, wearing a well-worn, dark fedora, his graying hair tangled from beneath its brim. His face is lined with wrinkles as deep as a map. Clad in a heavy, dark gray wool coat with frayed edges, he closes his eyes in concentration, completely absorbed in the brass alto saxophone he holds. A few pale fluorescent lights on the ceiling provide the sole source of light, their cold, vertical beams illuminating his cheeks, which puff slightly from his intense playing, and casting a solitary, elongated shadow on the white tiled wall behind him. His fingers dance skillfully and briskly across the mother-of-pearl keys, warmed by constant use, his body swaying gently to the melancholic melody he produces. The melodious and slightly sad saxophone music echoes clearly in the empty underground space, interweaving with the faint sound of wind coming from the distant tunnel. The whole scene, set against the backdrop of cold colors, creates a quiet atmosphere of extreme loneliness yet full of artistic resilience.", + "seed": 10761, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_3/index_1465_seed_10761_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04482815340161324, + "vlm_logprob": -0.04482815340161324, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.04482815340161324, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1326015144586563 + ], + "opposite_logprob_tokens": [ + -2.132601499557495 + ], + "logprob_reward": -0.1326015144586563, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1326015144586563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26271867752075195, + 0.08363623172044754, + 0.05264027789235115, + 0.0744074285030365, + 0.0540100634098053, + 0.14352649450302124, + 0.04999220371246338, + 0.045532140880823135, + 0.10877208411693573, + 0.1247643530368805 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.1326015144586563 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016094645485281944 + ], + "opposite_logprob_tokens": [ + -4.14109468460083 + ], + "logprob_reward": -0.016094645485281944, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016094645485281944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34172341227531433, + 0.09381479024887085, + 0.05163651704788208, + 0.044738177210092545, + 0.07296217978000641, + 0.06433599442243576, + 0.02358301542699337, + 0.10166529566049576, + 0.032436396926641464, + 0.1731042116880417 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.016094645485281944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868089407682419 + ], + "opposite_logprob_tokens": [ + -3.0486807823181152 + ], + "logprob_reward": -0.04868089407682419, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868089407682419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17153453826904297, + 0.12538176774978638, + 0.09305433183908463, + 0.05107133835554123, + 0.18775705993175507, + 0.07314258068799973, + 0.0638389065861702, + 0.059947527945041656, + 0.08441939949989319, + 0.08985254168510437 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.04868089407682419 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556307949125767 + ], + "opposite_logprob_tokens": [ + -4.387556076049805 + ], + "logprob_reward": -0.012556307949125767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556307949125767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23465195298194885, + 0.06631652265787125, + 0.12986402213573456, + 0.08442672342061996, + 0.0639672800898552, + 0.20616088807582855, + 0.0771830752491951, + 0.034732140600681305, + 0.03353746235370636, + 0.06915987282991409 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.012556307949125767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a deserted subway platform late at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly man wearing a dark fedora and a dark gray wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man playing a brass alto saxophone with his eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the only light sources pale fluorescent ceiling lights casting vertical beams and an elongated shadow on a white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's body swaying gently while his fingers move briskly across the saxophone keys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207405038177967 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207405038177967, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207405038177967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24619928002357483, + 0.03975424915552139, + 0.04684533551335335, + 0.022858360782265663, + 0.11183919757604599, + 0.06738368421792984, + 0.07314255088567734, + 0.08281790465116501, + 0.18013961613178253, + 0.1290198415517807 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.014207405038177967 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_4/index_tensor([5832, 5832])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_4/index_tensor([5832, 5832])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9fbd54b5983d1e4547cd5aecdfd6fc89ab37f484 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_4/index_tensor([5832, 5832])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.", + "seed": 8831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_4/index_5832_seed_8831_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08242785707116126, + "vlm_logprob": -0.08242785707116126, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.08242785707116126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2675072252750397 + ], + "opposite_logprob_tokens": [ + -1.5175071954727173 + ], + "logprob_reward": -0.2675072252750397, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2675072252750397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11738593131303787, + 0.11342130601406097, + 0.18274495005607605, + 0.17856983840465546, + 0.1839347928762436, + 0.027329564094543457, + 0.041326671838760376, + 0.05210079252719879, + 0.07071726024150848, + 0.03246892988681793 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.2675072252750397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003749161958694 + ], + "opposite_logprob_tokens": [ + -2.695037603378296 + ], + "logprob_reward": -0.07003749161958694, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003749161958694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09936753660440445, + 0.10607271641492844, + 0.09635931998491287, + 0.15785463154315948, + 0.10457871854305267, + 0.050150495022535324, + 0.11031264811754227, + 0.04796382412314415, + 0.08317741006612778, + 0.14416266977787018 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.07003749161958694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086884886026382 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086884886026382, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086884886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2774931490421295, + 0.12337084114551544, + 0.07283618301153183, + 0.24087105691432953, + 0.16266393661499023, + 0.03624563664197922, + 0.018147049471735954, + 0.023093074560165405, + 0.016288001090288162, + 0.028991106897592545 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.011086884886026382 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819265007972717 + ], + "opposite_logprob_tokens": [ + -3.5298192501068115 + ], + "logprob_reward": -0.029819265007972717, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819265007972717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.222759410738945, + 0.3860768973827362, + 0.10304287075996399, + 0.10873685777187347, + 0.05485394597053528, + 0.021144669502973557, + 0.012828522361814976, + 0.02589406631886959, + 0.0285501591861248, + 0.03611264377832413 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.029819265007972717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033688418567180634 + ], + "opposite_logprob_tokens": [ + -3.4086883068084717 + ], + "logprob_reward": -0.033688418567180634, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033688418567180634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33279716968536377, + 0.11343608051538467, + 0.0986093282699585, + 0.1545109897851944, + 0.11220978945493698, + 0.06226446479558945, + 0.025979846715927124, + 0.03449392318725586, + 0.02553538605570793, + 0.0401630736887455 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.033688418567180634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.", + "seed": 8832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_4/index_5832_seed_8832_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.041660123690962794, + "vlm_logprob": -0.041660123690962794, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.041660123690962794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10466884821653366 + ], + "opposite_logprob_tokens": [ + -2.3546688556671143 + ], + "logprob_reward": -0.10466884821653366, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10466884821653366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11936931312084198, + 0.08368765562772751, + 0.05341735854744911, + 0.06393774598836899, + 0.19105996191501617, + 0.06796694546937943, + 0.07458875328302383, + 0.028827911242842674, + 0.03374741971492767, + 0.2833968997001648 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.10466884821653366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810728341341019 + ], + "opposite_logprob_tokens": [ + -3.288107395172119 + ], + "logprob_reward": -0.03810728341341019, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810728341341019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1413990557193756, + 0.22522269189357758, + 0.026724427938461304, + 0.07411152124404907, + 0.07572770118713379, + 0.06083794683218002, + 0.06657334417104721, + 0.06930738687515259, + 0.07906851917505264, + 0.1810273975133896 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.03810728341341019 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950592458248138 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950592458248138, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950592458248138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1851135939359665, + 0.1044723391532898, + 0.04838677495718002, + 0.09876774996519089, + 0.10737330466508865, + 0.05069689825177193, + 0.18517613410949707, + 0.020536044612526894, + 0.10898849368095398, + 0.09048864990472794 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.005950592458248138 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639456048607826 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639456048607826, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639456048607826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.188470259308815, + 0.44663316011428833, + 0.06208530068397522, + 0.07852683216333389, + 0.03240334242582321, + 0.05289623513817787, + 0.051524098962545395, + 0.014381520450115204, + 0.04798975586891174, + 0.025089435279369354 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.004639456048607826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054934438318014145 + ], + "opposite_logprob_tokens": [ + -2.929934501647949 + ], + "logprob_reward": -0.054934438318014145, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054934438318014145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26540717482566833, + 0.29829612374305725, + 0.0639800950884819, + 0.06063692644238472, + 0.11937687546014786, + 0.05750037729740143, + 0.038786694407463074, + 0.05332951247692108, + 0.011227124370634556, + 0.031459059566259384 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.054934438318014145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.", + "seed": 8833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_4/index_5832_seed_8833_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06709861513227225, + "vlm_logprob": -0.06709861513227225, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.06709861513227225, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16923679411411285 + ], + "opposite_logprob_tokens": [ + -1.9192367792129517 + ], + "logprob_reward": -0.16923679411411285, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16923679411411285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1780523955821991, + 0.046437907963991165, + 0.056298766285181046, + 0.06794772297143936, + 0.1137196347117424, + 0.02774634025990963, + 0.025474365800619125, + 0.2565110921859741, + 0.1947813779115677, + 0.033030420541763306 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.16923679411411285 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898790389299393 + ], + "opposite_logprob_tokens": [ + -2.5789878368377686 + ], + "logprob_reward": -0.07898790389299393, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898790389299393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16669127345085144, + 0.08240112662315369, + 0.016354313120245934, + 0.07369264960289001, + 0.02838846668601036, + 0.023842763155698776, + 0.046985968947410583, + 0.3673623502254486, + 0.16777600347995758, + 0.02650507353246212 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.07898790389299393 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809810429811478 + ], + "opposite_logprob_tokens": [ + -3.288098096847534 + ], + "logprob_reward": -0.03809810429811478, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809810429811478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14840872585773468, + 0.2639370560646057, + 0.04863909259438515, + 0.02272675186395645, + 0.038377609103918076, + 0.030445903539657593, + 0.024075981229543686, + 0.1470871865749359, + 0.1709626317024231, + 0.10533908009529114 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.03809810429811478 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081579141318798 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081579141318798, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081579141318798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34619343280792236, + 0.08347666263580322, + 0.0333147868514061, + 0.047889336943626404, + 0.03546472638845444, + 0.08413829654455185, + 0.02867327630519867, + 0.22868552803993225, + 0.07010847330093384, + 0.04205551743507385 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.011081579141318798 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808869421482086 + ], + "opposite_logprob_tokens": [ + -3.288088798522949 + ], + "logprob_reward": -0.03808869421482086, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808869421482086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32855409383773804, + 0.14426596462726593, + 0.05734562128782272, + 0.04192410781979561, + 0.07849684357643127, + 0.06271035224199295, + 0.029957981780171394, + 0.13010142743587494, + 0.09515681117773056, + 0.031486768275499344 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03808869421482086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.", + "seed": 8834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_4/index_5832_seed_8834_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.278684164583683, + "vlm_logprob": -0.278684164583683, + "vlm_yes_no_margin": 1.425, + "vlm_token_credit": -0.278684164583683, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7718644738197327 + ], + "opposite_logprob_tokens": [ + -0.6468644738197327 + ], + "logprob_reward": -0.7718644738197327, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7718644738197327, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2829711437225342, + 0.09496598690748215, + 0.062477871775627136, + 0.03879764676094055, + 0.04281323030591011, + 0.089687280356884, + 0.07224419713020325, + 0.14257343113422394, + 0.07863231748342514, + 0.09483685344457626 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.7718644738197327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708353996276855 + ], + "opposite_logprob_tokens": [ + -2.1270835399627686 + ], + "logprob_reward": -0.12708353996276855, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708353996276855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05409293249249458, + 0.06672321259975433, + 0.030133971944451332, + 0.05222569406032562, + 0.0370069220662117, + 0.07455462962388992, + 0.18876300752162933, + 0.2871457040309906, + 0.15155355632305145, + 0.057800427079200745 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.12708353996276855 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991574108600616 + ], + "opposite_logprob_tokens": [ + -1.8049157857894897 + ], + "logprob_reward": -0.17991574108600616, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991574108600616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12669651210308075, + 0.17882710695266724, + 0.11845363676548004, + 0.14076249301433563, + 0.08049797266721725, + 0.05330801010131836, + 0.09511614590883255, + 0.07681407779455185, + 0.053180795162916183, + 0.07634329050779343 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.17991574108600616 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298643797636032 + ], + "opposite_logprob_tokens": [ + -2.2379863262176514 + ], + "logprob_reward": -0.11298643797636032, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298643797636032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1127360388636589, + 0.0831826850771904, + 0.12130942195653915, + 0.20059414207935333, + 0.0561976358294487, + 0.04844949021935463, + 0.03162583336234093, + 0.044984038919210434, + 0.15195749700069427, + 0.14896327257156372 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.11298643797636032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a panoramic high-angle drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily glide to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the terrain a vast mountainside covered in deep, untouched powder snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ski track a delicate serpentine line with two parallel grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows of deep cobalt blue visible on the snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157063007354736 + ], + "opposite_logprob_tokens": [ + -1.7015706300735474 + ], + "logprob_reward": -0.20157063007354736, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157063007354736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17645074427127838, + 0.089963398873806, + 0.05673496797680855, + 0.08979526907205582, + 0.09708984941244125, + 0.03724430128931999, + 0.060639411211013794, + 0.09736356884241104, + 0.16409140825271606, + 0.1306270807981491 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.20157063007354736 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_5/index_tensor([3357, 3357])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_5/index_tensor([3357, 3357])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..370a28ad4d66d8d853577efc61674ad2fcdf990b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_5/index_tensor([3357, 3357])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, menacing low-angle shot captures a grotesque, cube-shaped, gelatinous Hunter, suspended in abyssal, inky darkness. The entire scene is imbued with the vibrant, jagged energy of a Todd McFarlane painting, as dramatic backlighting from an unseen source carves the creature's menacing silhouette from the void. The Hunter's core is a translucent, bile-colored cube of jelly, its surface shimmering with moisture, its form subtly contracting and expanding with a life of its own. From its mass, a tangle of muscular tentacles erupts, each a black, veined muscle, taut and vibrating with contained energy, poised to strike decisively. These appendages are rendered in sharp, angular highlights and deep, inky shadows, culminating in carapace-like, razor-sharp barbs. The harsh backlight penetrates the edges of the gelatinous body, refracting through its dark interior to illuminate the swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.", + "seed": 32578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_5/index_3357_seed_32578_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07871584165841342, + "vlm_logprob": -0.07871584165841342, + "vlm_yes_no_margin": 3.949999988079071, + "vlm_token_credit": -0.07871584165841342, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00777835538610816 + ], + "opposite_logprob_tokens": [ + -5.007778167724609 + ], + "logprob_reward": -0.00777835538610816, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00777835538610816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5477953553199768, + 0.09608308970928192, + 0.019463272765278816, + 0.09251997619867325, + 0.02064121887087822, + 0.0868440493941307, + 0.02252313867211342, + 0.048914726823568344, + 0.023018918931484222, + 0.04219619557261467 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.00777835538610816 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794983081519604 + ], + "opposite_logprob_tokens": [ + -4.634795188903809 + ], + "logprob_reward": -0.009794983081519604, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794983081519604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5430701971054077, + 0.10659879446029663, + 0.032122768461704254, + 0.09776104241609573, + 0.019937803968787193, + 0.09330916404724121, + 0.02932451292872429, + 0.026350822299718857, + 0.03588743507862091, + 0.01563747599720955 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.009794983081519604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041004871018230915 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.0041004871018230915, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041004871018230915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32038480043411255, + 0.08088986575603485, + 0.057495635002851486, + 0.05056279897689819, + 0.04520720988512039, + 0.08056844770908356, + 0.06145208701491356, + 0.10744056105613708, + 0.03965463116765022, + 0.1563439518213272 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0041004871018230915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329086884856224 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.02329086884856224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329086884856224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5856239199638367, + 0.09866909682750702, + 0.10507139563560486, + 0.017417388036847115, + 0.018955323845148087, + 0.13028421998023987, + 0.01581156626343727, + 0.010206429287791252, + 0.008887137286365032, + 0.009073581546545029 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.02329086884856224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861451387405396 + ], + "opposite_logprob_tokens": [ + -1.2236144542694092 + ], + "logprob_reward": -0.34861451387405396, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34861451387405396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.495472252368927, + 0.08374271541833878, + 0.08140364289283752, + 0.031341858208179474, + 0.041062019765377045, + 0.10742218792438507, + 0.04630407318472862, + 0.04487118124961853, + 0.040519095957279205, + 0.02786100097000599 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.34861451387405396 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, menacing low-angle shot captures a grotesque, cube-shaped, gelatinous Hunter, suspended in abyssal, inky darkness. The entire scene is imbued with the vibrant, jagged energy of a Todd McFarlane painting, as dramatic backlighting from an unseen source carves the creature's menacing silhouette from the void. The Hunter's core is a translucent, bile-colored cube of jelly, its surface shimmering with moisture, its form subtly contracting and expanding with a life of its own. From its mass, a tangle of muscular tentacles erupts, each a black, veined muscle, taut and vibrating with contained energy, poised to strike decisively. These appendages are rendered in sharp, angular highlights and deep, inky shadows, culminating in carapace-like, razor-sharp barbs. The harsh backlight penetrates the edges of the gelatinous body, refracting through its dark interior to illuminate the swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.", + "seed": 32579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_5/index_3357_seed_32579_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11165220756083727, + "vlm_logprob": -0.11165220756083727, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.11165220756083727, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023725654929876328 + ], + "opposite_logprob_tokens": [ + -3.773725748062134 + ], + "logprob_reward": -0.023725654929876328, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023725654929876328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05648893862962723, + 0.03594590723514557, + 0.039584822952747345, + 0.0973907932639122, + 0.27452078461647034, + 0.11142472922801971, + 0.022653749212622643, + 0.10087599605321884, + 0.12980102002620697, + 0.13131318986415863 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.023725654929876328 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016092298552393913 + ], + "opposite_logprob_tokens": [ + -4.141092300415039 + ], + "logprob_reward": -0.016092298552393913, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016092298552393913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04816428944468498, + 0.03536202386021614, + 0.037140343338251114, + 0.16386936604976654, + 0.1802217811346054, + 0.09846153110265732, + 0.048170413821935654, + 0.08121175318956375, + 0.1992969512939453, + 0.10810152441263199 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.016092298552393913 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420364435762167 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.01420364435762167, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420364435762167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03227333724498749, + 0.024935230612754822, + 0.04853564500808716, + 0.0556270033121109, + 0.2696268558502197, + 0.07922105491161346, + 0.0336441807448864, + 0.09512609988451004, + 0.07133699953556061, + 0.28967365622520447 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.01420364435762167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213342905044556 + ], + "opposite_logprob_tokens": [ + -1.5021333694458008 + ], + "logprob_reward": -0.25213342905044556, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213342905044556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09389717876911163, + 0.04300463944673538, + 0.047996826469898224, + 0.07022401690483093, + 0.26089540123939514, + 0.11508166790008545, + 0.054866328835487366, + 0.09803256392478943, + 0.14175336062908173, + 0.07424803078174591 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.25213342905044556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521060109138489 + ], + "opposite_logprob_tokens": [ + -1.502105951309204 + ], + "logprob_reward": -0.2521060109138489, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521060109138489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045974064618349075, + 0.030194871127605438, + 0.032942358404397964, + 0.09994964301586151, + 0.36709359288215637, + 0.08183392882347107, + 0.18883101642131805, + 0.02285902015864849, + 0.10379496961832047, + 0.02652655355632305 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.2521060109138489 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, menacing low-angle shot captures a grotesque, cube-shaped, gelatinous Hunter, suspended in abyssal, inky darkness. The entire scene is imbued with the vibrant, jagged energy of a Todd McFarlane painting, as dramatic backlighting from an unseen source carves the creature's menacing silhouette from the void. The Hunter's core is a translucent, bile-colored cube of jelly, its surface shimmering with moisture, its form subtly contracting and expanding with a life of its own. From its mass, a tangle of muscular tentacles erupts, each a black, veined muscle, taut and vibrating with contained energy, poised to strike decisively. These appendages are rendered in sharp, angular highlights and deep, inky shadows, culminating in carapace-like, razor-sharp barbs. The harsh backlight penetrates the edges of the gelatinous body, refracting through its dark interior to illuminate the swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.", + "seed": 32580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_5/index_3357_seed_32580_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3947245117276907, + "vlm_logprob": -0.3947245117276907, + "vlm_yes_no_margin": 1.4, + "vlm_token_credit": -0.3947245117276907, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8987489342689514 + ], + "opposite_logprob_tokens": [ + -0.5237489342689514 + ], + "logprob_reward": -0.8987489342689514, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8987489342689514, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.114531509578228, + 0.3050667345523834, + 0.04171598702669144, + 0.020692480728030205, + 0.05667954310774803, + 0.05364207550883293, + 0.11696168780326843, + 0.09902141988277435, + 0.0427405908703804, + 0.14894802868366241 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.8987489342689514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005071640014648 + ], + "opposite_logprob_tokens": [ + -2.6950507164001465 + ], + "logprob_reward": -0.07005071640014648, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005071640014648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09037360548973083, + 0.30907556414604187, + 0.02313542179763317, + 0.16500414907932281, + 0.0736691877245903, + 0.03515899181365967, + 0.10128770768642426, + 0.11404530704021454, + 0.020253147929906845, + 0.06799689680337906 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.07005071640014648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023312298581004143 + ], + "opposite_logprob_tokens": [ + -3.7733123302459717 + ], + "logprob_reward": -0.023312298581004143, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023312298581004143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07244905829429626, + 0.1895306557416916, + 0.043743133544921875, + 0.1690995842218399, + 0.05894838646054268, + 0.06655198335647583, + 0.05448739603161812, + 0.0732090026140213, + 0.05108952894806862, + 0.22089119255542755 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.023312298581004143 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34869006276130676 + ], + "opposite_logprob_tokens": [ + -1.2236900329589844 + ], + "logprob_reward": -0.34869006276130676, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34869006276130676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18364420533180237, + 0.1383519172668457, + 0.05350329726934433, + 0.12825952470302582, + 0.07515938580036163, + 0.05406033247709274, + 0.10065604001283646, + 0.06164804846048355, + 0.06767641007900238, + 0.1370408535003662 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.34869006276130676 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328205466270447 + ], + "opposite_logprob_tokens": [ + -0.7578205466270447 + ], + "logprob_reward": -0.6328205466270447, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328205466270447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07324174046516418, + 0.07790171355009079, + 0.050669554620981216, + 0.5114352703094482, + 0.019832924008369446, + 0.10538151860237122, + 0.06974058598279953, + 0.0234462171792984, + 0.01893426664173603, + 0.04941626265645027 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.6328205466270447 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, menacing low-angle shot captures a grotesque, cube-shaped, gelatinous Hunter, suspended in abyssal, inky darkness. The entire scene is imbued with the vibrant, jagged energy of a Todd McFarlane painting, as dramatic backlighting from an unseen source carves the creature's menacing silhouette from the void. The Hunter's core is a translucent, bile-colored cube of jelly, its surface shimmering with moisture, its form subtly contracting and expanding with a life of its own. From its mass, a tangle of muscular tentacles erupts, each a black, veined muscle, taut and vibrating with contained energy, poised to strike decisively. These appendages are rendered in sharp, angular highlights and deep, inky shadows, culminating in carapace-like, razor-sharp barbs. The harsh backlight penetrates the edges of the gelatinous body, refracting through its dark interior to illuminate the swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.", + "seed": 32581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_5/index_3357_seed_32581_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05768450144678354, + "vlm_logprob": -0.05768450144678354, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.05768450144678354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005694595165550709 + ], + "opposite_logprob_tokens": [ + -5.255694389343262 + ], + "logprob_reward": -0.005694595165550709, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005694595165550709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23122018575668335, + 0.130011186003685, + 0.029221700504422188, + 0.04525177925825119, + 0.09109634160995483, + 0.11124403774738312, + 0.05529466271400452, + 0.1055985763669014, + 0.15104128420352936, + 0.05002033710479736 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.005694595165550709 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004102861508727074 + ], + "opposite_logprob_tokens": [ + -5.50410270690918 + ], + "logprob_reward": -0.004102861508727074, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004102861508727074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14936648309230804, + 0.29857340455055237, + 0.09676492214202881, + 0.08942211419343948, + 0.05491944029927254, + 0.06194734573364258, + 0.035363998264074326, + 0.04891837015748024, + 0.1351870894432068, + 0.029536835849285126 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.004102861508727074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059540290385484695 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.0059540290385484695, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059540290385484695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11506785452365875, + 0.09456508606672287, + 0.028350334614515305, + 0.06452898681163788, + 0.14546485245227814, + 0.1451757848262787, + 0.07013139873743057, + 0.1418524533510208, + 0.04558124765753746, + 0.1492820531129837 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.0059540290385484695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205828920006752 + ], + "opposite_logprob_tokens": [ + -3.895582914352417 + ], + "logprob_reward": -0.0205828920006752, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205828920006752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0742802619934082, + 0.0752655640244484, + 0.02599332295358181, + 0.028178244829177856, + 0.195735365152359, + 0.16029323637485504, + 0.04271960258483887, + 0.04069126024842262, + 0.31165817379951477, + 0.04518494755029678 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.0205828920006752 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grotesque, cube-shaped, gelatinous creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature's core a translucent, bile-colored cube of jelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do black, veined muscular tentacles with razor-sharp barbs erupt from the creature's mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature suspended in an abyssal, inky darkness environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208812952041626 + ], + "opposite_logprob_tokens": [ + -1.5020880699157715 + ], + "logprob_reward": -0.25208812952041626, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208812952041626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16705812513828278, + 0.1364702433347702, + 0.02376277931034565, + 0.046031463891267776, + 0.08394000679254532, + 0.047880709171295166, + 0.028739869594573975, + 0.04548978433012962, + 0.37734031677246094, + 0.04328666254878044 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.25208812952041626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_6/index_tensor([9052, 9052])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_6/index_tensor([9052, 9052])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..da4b4a2e8ec5928a26391d6b5f630b29e7f6bd14 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_6/index_tensor([9052, 9052])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, top-down macro shot remains static, focused on a perfectly square block of cold, pale yellow butter in the center of a dark, matte cast iron skillet. Under the influence of intense, invisible heat from below, the butter's sharp edges instantly begin to soften and shimmer. A ring of transparent, shimmering liquid forms at its base, rapidly expanding as the solid structure inexorably collapses and collapses inward. The transformation accelerates, and the entire pie dissolves into a vibrant pool of seething, translucent golden liquid. Tiny, rippled bubbles erupt across the surface in a chaotic dance, creating a dynamic, fizzing texture that catches the bright, direct overhead light, giving the entire pool a hypnotic glow. The scene captures the swift and dramatic metamorphosis, creating a concentrated, intensely sensory atmosphere of pure thermal energy and culinary action.", + "seed": 10598, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_6/index_9052_seed_10598_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19982915432192386, + "vlm_logprob": -0.19982915432192386, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.19982915432192386, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016542769968509674 + ], + "opposite_logprob_tokens": [ + -4.641542911529541 + ], + "logprob_reward": -0.016542769968509674, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.016542769968509674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1390092968940735, + 0.09298299998044968, + 0.050687965005636215, + 0.10597968846559525, + 0.12787353992462158, + 0.05284714698791504, + 0.07516481727361679, + 0.05750839039683342, + 0.056858357042074203, + 0.24108783900737762 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.016542769968509674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032182352151721716 + ], + "opposite_logprob_tokens": [ + -5.753218173980713 + ], + "logprob_reward": -0.0032182352151721716, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032182352151721716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1256508082151413, + 0.06383969634771347, + 0.10970647633075714, + 0.4308718144893646, + 0.03767446056008339, + 0.0449208989739418, + 0.07518316060304642, + 0.015073479153215885, + 0.029697682708501816, + 0.06738152354955673 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0032182352151721716 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933817863464355 + ], + "opposite_logprob_tokens": [ + -0.6933817863464355 + ], + "logprob_reward": -0.6933817863464355, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933817863464355, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2212211787700653, + 0.15114626288414001, + 0.0901283323764801, + 0.1293562948703766, + 0.1353682279586792, + 0.07452845573425293, + 0.063701331615448, + 0.04361671954393387, + 0.014063147827982903, + 0.07686999440193176 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.6933817863464355 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046508475206792355 + ], + "opposite_logprob_tokens": [ + -5.379651069641113 + ], + "logprob_reward": -0.0046508475206792355, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046508475206792355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1377418488264084, + 0.07118489593267441, + 0.035604268312454224, + 0.20405203104019165, + 0.06665842980146408, + 0.07905969023704529, + 0.08048265427350998, + 0.05482794716954231, + 0.12787838280200958, + 0.1425098329782486 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.0046508475206792355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135213255882263 + ], + "opposite_logprob_tokens": [ + -1.406352162361145 + ], + "logprob_reward": -0.28135213255882263, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135213255882263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10702186822891235, + 0.07696817070245743, + 0.03125853091478348, + 0.13637541234493256, + 0.03360287845134735, + 0.031058449298143387, + 0.3356793522834778, + 0.07398384809494019, + 0.11915145814418793, + 0.05490007996559143 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.28135213255882263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, top-down macro shot remains static, focused on a perfectly square block of cold, pale yellow butter in the center of a dark, matte cast iron skillet. Under the influence of intense, invisible heat from below, the butter's sharp edges instantly begin to soften and shimmer. A ring of transparent, shimmering liquid forms at its base, rapidly expanding as the solid structure inexorably collapses and collapses inward. The transformation accelerates, and the entire pie dissolves into a vibrant pool of seething, translucent golden liquid. Tiny, rippled bubbles erupt across the surface in a chaotic dance, creating a dynamic, fizzing texture that catches the bright, direct overhead light, giving the entire pool a hypnotic glow. The scene captures the swift and dramatic metamorphosis, creating a concentrated, intensely sensory atmosphere of pure thermal energy and culinary action.", + "seed": 10599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_6/index_9052_seed_10599_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06251456178724765, + "vlm_logprob": -0.06251456178724765, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.06251456178724765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04606218636035919 + ], + "opposite_logprob_tokens": [ + -3.4210622310638428 + ], + "logprob_reward": -0.04606218636035919, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04606218636035919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2793310284614563, + 0.11726570874452591, + 0.19454970955848694, + 0.07970471680164337, + 0.058745935559272766, + 0.06322121620178223, + 0.046484991908073425, + 0.07322122901678085, + 0.04662862792611122, + 0.04084688425064087 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04606218636035919 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014225974678993225 + ], + "opposite_logprob_tokens": [ + -4.264225959777832 + ], + "logprob_reward": -0.014225974678993225, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014225974678993225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28340432047843933, + 0.07448760420084, + 0.12725983560085297, + 0.17302781343460083, + 0.10952454060316086, + 0.047538068145513535, + 0.0566316582262516, + 0.03163209557533264, + 0.05070103332400322, + 0.04579302296042442 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.014225974678993225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207774952054024 + ], + "opposite_logprob_tokens": [ + -2.812077760696411 + ], + "logprob_reward": -0.06207774952054024, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207774952054024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.374989777803421, + 0.07733544707298279, + 0.2584398090839386, + 0.11324942111968994, + 0.046594761312007904, + 0.020183173939585686, + 0.02236410789191723, + 0.03828056901693344, + 0.01947805844247341, + 0.0290849432349205 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.06207774952054024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029820306226611137 + ], + "opposite_logprob_tokens": [ + -3.529820203781128 + ], + "logprob_reward": -0.029820306226611137, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029820306226611137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13938619196414948, + 0.04679308086633682, + 0.16945652663707733, + 0.09690236300230026, + 0.22305117547512054, + 0.07567081600427628, + 0.02723127044737339, + 0.1180587187409401, + 0.0523538663983345, + 0.05109595134854317 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.029820306226611137 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603865921497345 + ], + "opposite_logprob_tokens": [ + -1.910386562347412 + ], + "logprob_reward": -0.1603865921497345, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603865921497345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14118210971355438, + 0.09243553131818771, + 0.11988861113786697, + 0.11976438015699387, + 0.11642923951148987, + 0.059939950704574585, + 0.06553647667169571, + 0.12533025443553925, + 0.09466055035591125, + 0.06483286619186401 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.1603865921497345 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, top-down macro shot remains static, focused on a perfectly square block of cold, pale yellow butter in the center of a dark, matte cast iron skillet. Under the influence of intense, invisible heat from below, the butter's sharp edges instantly begin to soften and shimmer. A ring of transparent, shimmering liquid forms at its base, rapidly expanding as the solid structure inexorably collapses and collapses inward. The transformation accelerates, and the entire pie dissolves into a vibrant pool of seething, translucent golden liquid. Tiny, rippled bubbles erupt across the surface in a chaotic dance, creating a dynamic, fizzing texture that catches the bright, direct overhead light, giving the entire pool a hypnotic glow. The scene captures the swift and dramatic metamorphosis, creating a concentrated, intensely sensory atmosphere of pure thermal energy and culinary action.", + "seed": 10600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_6/index_9052_seed_10600_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06696511255577206, + "vlm_logprob": -0.06696511255577206, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.06696511255577206, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024713175371289253 + ], + "opposite_logprob_tokens": [ + -4.149713039398193 + ], + "logprob_reward": -0.024713175371289253, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.024713175371289253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18532299995422363, + 0.07085911184549332, + 0.09838081896305084, + 0.10995649546384811, + 0.07405514270067215, + 0.07100532948970795, + 0.19240188598632812, + 0.05116047337651253, + 0.06546706706285477, + 0.08139064908027649 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.024713175371289253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036398605443537235 + ], + "opposite_logprob_tokens": [ + -5.6286396980285645 + ], + "logprob_reward": -0.0036398605443537235, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036398605443537235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14411631226539612, + 0.07919694483280182, + 0.12631528079509735, + 0.06610982865095139, + 0.046997297555208206, + 0.1354304999113083, + 0.08521603792905807, + 0.1219785138964653, + 0.11183090507984161, + 0.08280839771032333 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0036398605443537235 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255571935325861 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.01255571935325861, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255571935325861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18933600187301636, + 0.09125639498233795, + 0.2728305459022522, + 0.11850360035896301, + 0.03236597776412964, + 0.07076171040534973, + 0.11156699806451797, + 0.038058776408433914, + 0.04481718689203262, + 0.03050278313457966 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.01255571935325861 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552187778055668 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.012552187778055668, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552187778055668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06736330687999725, + 0.02708333730697632, + 0.06513573974370956, + 0.061600808054208755, + 0.09613025933504105, + 0.1839922070503235, + 0.19382809102535248, + 0.09678070992231369, + 0.0617561861872673, + 0.1463293582201004 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.012552187778055668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813646197319031 + ], + "opposite_logprob_tokens": [ + -1.4063646793365479 + ], + "logprob_reward": -0.2813646197319031, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813646197319031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06650888919830322, + 0.055995043367147446, + 0.1815166175365448, + 0.19853489100933075, + 0.05356849730014801, + 0.13893617689609528, + 0.17645025253295898, + 0.03552502766251564, + 0.03635730221867561, + 0.056607238948345184 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.2813646197319031 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, top-down macro shot remains static, focused on a perfectly square block of cold, pale yellow butter in the center of a dark, matte cast iron skillet. Under the influence of intense, invisible heat from below, the butter's sharp edges instantly begin to soften and shimmer. A ring of transparent, shimmering liquid forms at its base, rapidly expanding as the solid structure inexorably collapses and collapses inward. The transformation accelerates, and the entire pie dissolves into a vibrant pool of seething, translucent golden liquid. Tiny, rippled bubbles erupt across the surface in a chaotic dance, creating a dynamic, fizzing texture that catches the bright, direct overhead light, giving the entire pool a hypnotic glow. The scene captures the swift and dramatic metamorphosis, creating a concentrated, intensely sensory atmosphere of pure thermal energy and culinary action.", + "seed": 10601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_6/index_9052_seed_10601_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1393198705278337, + "vlm_logprob": -0.1393198705278337, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.1393198705278337, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042282070964574814 + ], + "opposite_logprob_tokens": [ + -3.6672821044921875 + ], + "logprob_reward": -0.042282070964574814, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.042282070964574814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03969164192676544, + 0.5110556483268738, + 0.16806069016456604, + 0.02720055915415287, + 0.037584323436021805, + 0.04358246177434921, + 0.017070423811674118, + 0.0913579985499382, + 0.03398151695728302, + 0.030414732173085213 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.042282070964574814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00529055530205369 + ], + "opposite_logprob_tokens": [ + -5.255290508270264 + ], + "logprob_reward": -0.00529055530205369, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00529055530205369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13248254358768463, + 0.04513336345553398, + 0.3671216666698456, + 0.060282956808805466, + 0.06980179995298386, + 0.08911611884832382, + 0.055118221789598465, + 0.0825347974896431, + 0.03554963693022728, + 0.0628589317202568 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.00529055530205369 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521243393421173 + ], + "opposite_logprob_tokens": [ + -1.502124309539795 + ], + "logprob_reward": -0.2521243393421173, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521243393421173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12171664834022522, + 0.382784903049469, + 0.1681782752275467, + 0.03694725036621094, + 0.041670478880405426, + 0.07520647346973419, + 0.014469195157289505, + 0.1048211082816124, + 0.023938627913594246, + 0.030267031863331795 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.2521243393421173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009800885803997517 + ], + "opposite_logprob_tokens": [ + -4.634800910949707 + ], + "logprob_reward": -0.009800885803997517, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009800885803997517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060517724603414536, + 0.14206556975841522, + 0.111321821808815, + 0.028688618913292885, + 0.10421814769506454, + 0.11768161505460739, + 0.05074889957904816, + 0.16823710501194, + 0.07160632312297821, + 0.14491422474384308 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.009800885803997517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up, top-down macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfectly square block of pale yellow butter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the butter placed in a dark, matte cast iron skillet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butter rapidly melt into a pool of golden liquid with rippled bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38710150122642517 + ], + "opposite_logprob_tokens": [ + -1.1371015310287476 + ], + "logprob_reward": -0.38710150122642517, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38710150122642517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05061022564768791, + 0.14948199689388275, + 0.058287687599658966, + 0.10477767139673233, + 0.11750457435846329, + 0.10817601531744003, + 0.02995896339416504, + 0.10739138722419739, + 0.09176824986934662, + 0.18204323947429657 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.38710150122642517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_7/index_tensor([9334, 9334])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_7/index_tensor([9334, 9334])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ef262ed5683095241a0120881ab0808c96b1ce7c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_7/index_tensor([9334, 9334])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme macro close-up, the camera remains still, its focus locked precisely on a new fern leaf as it slowly unfurls from its signature curl. A vibrant emerald green, covered in a dense layer of fine white hairs, the leaf appears vibrant in the soft, mist-diffused golden light of dawn. Precariously suspended at the tip of the leaf, a perfectly spherical dewdrop shimmers, its crystal-clear form like a miniature crystal, its limpid interior reflecting and distorting the out-of-focus forest backdrop, shimmering with light. As a barely perceptible breeze sweeps across the leaf, a subtle yet constant tremor ripples through the leaf, a movement so slight that it sways the dewdrop itself, causing light to flow steadily and deliberately across its surface. A thick, translucent morning mist gently swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil, creating an atmosphere of profound tranquility and new hope.", + "seed": 26017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_7/index_9334_seed_26017_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07824852168560029, + "vlm_logprob": -0.07824852168560029, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.07824852168560029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06791067868471146 + ], + "opposite_logprob_tokens": [ + -2.817910671234131 + ], + "logprob_reward": -0.06791067868471146, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06791067868471146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11422371864318848, + 0.0682188868522644, + 0.3781850337982178, + 0.025470614433288574, + 0.05364410951733589, + 0.07119332253932953, + 0.10691702365875244, + 0.06730462610721588, + 0.052344970405101776, + 0.06249764561653137 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.06791067868471146 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08909246325492859 + ], + "opposite_logprob_tokens": [ + -2.464092493057251 + ], + "logprob_reward": -0.08909246325492859, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08909246325492859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28976768255233765, + 0.056079477071762085, + 0.18004362285137177, + 0.019787702709436417, + 0.08460799604654312, + 0.12063279747962952, + 0.10963385552167892, + 0.05727740004658699, + 0.01846926100552082, + 0.06370016187429428 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.08909246325492859 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602043718099594 + ], + "opposite_logprob_tokens": [ + -3.895601987838745 + ], + "logprob_reward": -0.020602043718099594, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602043718099594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.297357439994812, + 0.05030684545636177, + 0.2265012413263321, + 0.03606097027659416, + 0.193606898188591, + 0.05193284898996353, + 0.0650050938129425, + 0.02569952793419361, + 0.02235562354326248, + 0.031173482537269592 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.020602043718099594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372138366103172 + ], + "opposite_logprob_tokens": [ + -3.408721446990967 + ], + "logprob_reward": -0.03372138366103172, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372138366103172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0711677148938179, + 0.06783667951822281, + 0.2714201807975769, + 0.05064370855689049, + 0.34881260991096497, + 0.05239162594079971, + 0.03029370866715908, + 0.044606905430555344, + 0.016466625034809113, + 0.04636021703481674 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.03372138366103172 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991603910923004 + ], + "opposite_logprob_tokens": [ + -1.8049160242080688 + ], + "logprob_reward": -0.17991603910923004, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991603910923004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16457664966583252, + 0.06332658976316452, + 0.3562351167201996, + 0.045156579464673996, + 0.17815302312374115, + 0.053088609129190445, + 0.07495544105768204, + 0.020541338250041008, + 0.022675495594739914, + 0.021291131153702736 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.17991603910923004 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera remains still, its focus locked precisely on a new fern leaf as it slowly unfurls from its signature curl. A vibrant emerald green, covered in a dense layer of fine white hairs, the leaf appears vibrant in the soft, mist-diffused golden light of dawn. Precariously suspended at the tip of the leaf, a perfectly spherical dewdrop shimmers, its crystal-clear form like a miniature crystal, its limpid interior reflecting and distorting the out-of-focus forest backdrop, shimmering with light. As a barely perceptible breeze sweeps across the leaf, a subtle yet constant tremor ripples through the leaf, a movement so slight that it sways the dewdrop itself, causing light to flow steadily and deliberately across its surface. A thick, translucent morning mist gently swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil, creating an atmosphere of profound tranquility and new hope.", + "seed": 26018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_7/index_9334_seed_26018_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16310551799833775, + "vlm_logprob": -0.16310551799833775, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.16310551799833775, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04564577341079712 + ], + "opposite_logprob_tokens": [ + -3.2956457138061523 + ], + "logprob_reward": -0.04564577341079712, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04564577341079712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17097218334674835, + 0.08732318878173828, + 0.018126150593161583, + 0.012743856757879257, + 0.10015995800495148, + 0.12546288967132568, + 0.28564542531967163, + 0.07332191616296768, + 0.09587304294109344, + 0.030371397733688354 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.04564577341079712 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035765916109085 + ], + "opposite_logprob_tokens": [ + -2.3503577709198 + ], + "logprob_reward": -0.10035765916109085, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035765916109085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14135120809078217, + 0.06767202168703079, + 0.015743602067232132, + 0.013643410988152027, + 0.030401751399040222, + 0.23357407748699188, + 0.33163440227508545, + 0.11271404474973679, + 0.029313141480088234, + 0.02395235374569893 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.10035765916109085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016084790229797363 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.016084790229797363, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016084790229797363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39029595255851746, + 0.04947309195995331, + 0.04458433762192726, + 0.033983297646045685, + 0.01855926401913166, + 0.14263777434825897, + 0.12227986007928848, + 0.11664767563343048, + 0.06631217151880264, + 0.015226553194224834 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.016084790229797363 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020600641146302223 + ], + "opposite_logprob_tokens": [ + -3.8956005573272705 + ], + "logprob_reward": -0.020600641146302223, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020600641146302223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2476567178964615, + 0.07879959791898727, + 0.009651537984609604, + 0.01806526631116867, + 0.045585740357637405, + 0.18995854258537292, + 0.12630581855773926, + 0.12410654872655869, + 0.13500799238681793, + 0.024862203747034073 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.020600641146302223 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328387260437012 + ], + "opposite_logprob_tokens": [ + -0.7578387260437012 + ], + "logprob_reward": -0.6328387260437012, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328387260437012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10304657369852066, + 0.02785784937441349, + 0.021745692938566208, + 0.05251020938158035, + 0.09561638534069061, + 0.05052860453724861, + 0.03566434606909752, + 0.23888935148715973, + 0.3319529891014099, + 0.04218798875808716 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.6328387260437012 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera remains still, its focus locked precisely on a new fern leaf as it slowly unfurls from its signature curl. A vibrant emerald green, covered in a dense layer of fine white hairs, the leaf appears vibrant in the soft, mist-diffused golden light of dawn. Precariously suspended at the tip of the leaf, a perfectly spherical dewdrop shimmers, its crystal-clear form like a miniature crystal, its limpid interior reflecting and distorting the out-of-focus forest backdrop, shimmering with light. As a barely perceptible breeze sweeps across the leaf, a subtle yet constant tremor ripples through the leaf, a movement so slight that it sways the dewdrop itself, causing light to flow steadily and deliberately across its surface. A thick, translucent morning mist gently swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil, creating an atmosphere of profound tranquility and new hope.", + "seed": 26019, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_7/index_9334_seed_26019_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13678015992045403, + "vlm_logprob": -0.13678015992045403, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.13678015992045403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23523691296577454 + ], + "opposite_logprob_tokens": [ + -1.6102368831634521 + ], + "logprob_reward": -0.23523691296577454, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23523691296577454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07543565332889557, + 0.19528596103191376, + 0.020390788093209267, + 0.1159735918045044, + 0.046148259192705154, + 0.33164969086647034, + 0.07412382960319519, + 0.032420314848423004, + 0.06777860969305038, + 0.04079326614737511 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.23523691296577454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035819560289383 + ], + "opposite_logprob_tokens": [ + -2.350358247756958 + ], + "logprob_reward": -0.10035819560289383, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035819560289383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07447560876607895, + 0.04565780237317085, + 0.12937256693840027, + 0.040393393486738205, + 0.06507892906665802, + 0.46195101737976074, + 0.1200253963470459, + 0.01703672856092453, + 0.03360366448760033, + 0.01240486465394497 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.10035819560289383 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373095020651817 + ], + "opposite_logprob_tokens": [ + -3.408730983734131 + ], + "logprob_reward": -0.03373095020651817, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373095020651817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06480199843645096, + 0.1585923135280609, + 0.25102752447128296, + 0.18144212663173676, + 0.09829457104206085, + 0.13333965837955475, + 0.037133995443582535, + 0.025096459314227104, + 0.015447430312633514, + 0.03482389822602272 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.03373095020651817 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297547072172165 + ], + "opposite_logprob_tokens": [ + -2.2379753589630127 + ], + "logprob_reward": -0.11297547072172165, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297547072172165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027598077431321144, + 0.1855844408273697, + 0.3017139434814453, + 0.07598475366830826, + 0.026222988963127136, + 0.31852710247039795, + 0.008644979447126389, + 0.02213851548731327, + 0.01820363663136959, + 0.015381528064608574 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.11297547072172165 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159927010536194 + ], + "opposite_logprob_tokens": [ + -1.7015992403030396 + ], + "logprob_reward": -0.20159927010536194, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159927010536194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046937111765146255, + 0.0756213590502739, + 0.2030981332063675, + 0.06709810346364975, + 0.08581291884183884, + 0.31675153970718384, + 0.07876633107662201, + 0.05008653923869133, + 0.06154927611351013, + 0.014278762973845005 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.20159927010536194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera remains still, its focus locked precisely on a new fern leaf as it slowly unfurls from its signature curl. A vibrant emerald green, covered in a dense layer of fine white hairs, the leaf appears vibrant in the soft, mist-diffused golden light of dawn. Precariously suspended at the tip of the leaf, a perfectly spherical dewdrop shimmers, its crystal-clear form like a miniature crystal, its limpid interior reflecting and distorting the out-of-focus forest backdrop, shimmering with light. As a barely perceptible breeze sweeps across the leaf, a subtle yet constant tremor ripples through the leaf, a movement so slight that it sways the dewdrop itself, causing light to flow steadily and deliberately across its surface. A thick, translucent morning mist gently swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil, creating an atmosphere of profound tranquility and new hope.", + "seed": 26020, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_7/index_9334_seed_26020_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10352871716022491, + "vlm_logprob": -0.10352871716022491, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.10352871716022491, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043440137058496475 + ], + "opposite_logprob_tokens": [ + -3.418440103530884 + ], + "logprob_reward": -0.043440137058496475, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.043440137058496475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01951691508293152, + 0.013045808300375938, + 0.008238331414759159, + 0.02524079754948616, + 0.026639634743332863, + 0.012385345064103603, + 0.04448947310447693, + 0.7038266062736511, + 0.11307456344366074, + 0.03354257717728615 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.043440137058496475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041694581508636 + ], + "opposite_logprob_tokens": [ + -1.9104169607162476 + ], + "logprob_reward": -0.16041694581508636, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041694581508636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06966151297092438, + 0.043606147170066833, + 0.03231817111372948, + 0.053051479160785675, + 0.01557415071874857, + 0.04684203118085861, + 0.10806737095117569, + 0.4680998623371124, + 0.07085394114255905, + 0.09192535281181335 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.16041694581508636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207555636763573 + ], + "opposite_logprob_tokens": [ + -4.018207550048828 + ], + "logprob_reward": -0.018207555636763573, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207555636763573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07852506637573242, + 0.06186429411172867, + 0.036501944065093994, + 0.01785324141383171, + 0.03802351653575897, + 0.008783005177974701, + 0.026391565799713135, + 0.577568769454956, + 0.03036399558186531, + 0.12412455677986145 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.018207555636763573 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208933338522911 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208933338522911, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208933338522911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04796318709850311, + 0.017292985692620277, + 0.009919797070324421, + 0.030317183583974838, + 0.01703624427318573, + 0.015415895730257034, + 0.14110562205314636, + 0.5209618806838989, + 0.06981990486383438, + 0.13016729056835175 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.014208933338522911 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up with the camera remaining still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a new fern leaf that is slowly unfurling from a curl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leaf vibrant emerald green and covered in a dense layer of fine white hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a perfectly spherical, crystal-clear dewdrop suspended at the tip of the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf exhibit a subtle tremor caused by a breeze that sways the dewdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28137001395225525 + ], + "opposite_logprob_tokens": [ + -1.4063700437545776 + ], + "logprob_reward": -0.28137001395225525, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28137001395225525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09858168661594391, + 0.04268253967165947, + 0.037186149507761, + 0.030708739534020424, + 0.029140956699848175, + 0.06906093657016754, + 0.03846617043018341, + 0.42177659273147583, + 0.09280259907245636, + 0.13959363102912903 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.28137001395225525 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_8/index_tensor([4328, 4328])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_8/index_tensor([4328, 4328])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..416648681c458928c6c3d214a9dff90632d784ce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_8/index_tensor([4328, 4328])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The shot begins with an extreme close-up of a brilliantly colored hummingbird, its emerald green feathers gleaming metallically in the soft golden morning light. Its wings vibrate at a rate too rapid to detect with the naked eye as it hovers in mid-air. It carefully dips its needle-thin beak into the depths of a trumpet-shaped, scarlet flower, its petals still shimmering with morning dew. Then, the camera smoothly pulls back, gradually unfolding this microscopic canvas of life, revealing the flower growing in a vibrant green valley. A few quaint wooden cottages dot the valley floor, covered in lush grass and wildflowers, with plumes of smoke rising from their rooftops. The camera continues to steadily and calmly pull back, the field of view becomes increasingly wider, and finally freezes on a magnificent vista, showing the majestic and rugged mountains surrounding the entire idyllic valley. The outlines of the peaks are looming in the morning mist. The tones of the whole picture are warm and fresh, creating a tranquil yet shocking visual experience from the delicacy of microscopic life to the magnificence of macro nature.", + "seed": 4480, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_8/index_4328_seed_4480_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.007103074970655143, + "vlm_logprob": -0.007103074970655143, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.007103074970655143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00907227210700512 + ], + "opposite_logprob_tokens": [ + -4.759072303771973 + ], + "logprob_reward": -0.00907227210700512, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00907227210700512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6645107269287109, + 0.026882927864789963, + 0.11551175266504288, + 0.05532677099108696, + 0.02080557681620121, + 0.016266902908682823, + 0.01465945690870285, + 0.03422696143388748, + 0.03231358155608177, + 0.019495420157909393 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.00907227210700512 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032024311367422342 + ], + "opposite_logprob_tokens": [ + -5.753202438354492 + ], + "logprob_reward": -0.0032024311367422342, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032024311367422342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1724948287010193, + 0.10080093145370483, + 0.24600769579410553, + 0.08657847344875336, + 0.08285361528396606, + 0.11764460057020187, + 0.06510984897613525, + 0.052818212658166885, + 0.04189472272992134, + 0.033797066658735275 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0032024311367422342 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019412260735407472 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.0019412260735407472, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019412260735407472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20555168390274048, + 0.06582550704479218, + 0.06273769587278366, + 0.08219119161367416, + 0.05863334983587265, + 0.06500394642353058, + 0.10400991886854172, + 0.15485024452209473, + 0.15376777946949005, + 0.047428667545318604 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0019412260735407472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00524667976424098 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.00524667976424098, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00524667976424098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14691446721553802, + 0.026561381295323372, + 0.06602253764867783, + 0.05676395446062088, + 0.05881135165691376, + 0.037809837609529495, + 0.0766434296965599, + 0.3302212357521057, + 0.07369181513786316, + 0.12655998766422272 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.00524667976424098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016052765771746635 + ], + "opposite_logprob_tokens": [ + -4.141052722930908 + ], + "logprob_reward": -0.016052765771746635, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016052765771746635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21574756503105164, + 0.0781363770365715, + 0.08687376230955124, + 0.02764865942299366, + 0.07039125263690948, + 0.07934805005788803, + 0.05684656277298927, + 0.28608521819114685, + 0.04099682345986366, + 0.05792573094367981 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.016052765771746635 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with an extreme close-up of a brilliantly colored hummingbird, its emerald green feathers gleaming metallically in the soft golden morning light. Its wings vibrate at a rate too rapid to detect with the naked eye as it hovers in mid-air. It carefully dips its needle-thin beak into the depths of a trumpet-shaped, scarlet flower, its petals still shimmering with morning dew. Then, the camera smoothly pulls back, gradually unfolding this microscopic canvas of life, revealing the flower growing in a vibrant green valley. A few quaint wooden cottages dot the valley floor, covered in lush grass and wildflowers, with plumes of smoke rising from their rooftops. The camera continues to steadily and calmly pull back, the field of view becomes increasingly wider, and finally freezes on a magnificent vista, showing the majestic and rugged mountains surrounding the entire idyllic valley. The outlines of the peaks are looming in the morning mist. The tones of the whole picture are warm and fresh, creating a tranquil yet shocking visual experience from the delicacy of microscopic life to the magnificence of macro nature.", + "seed": 4481, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_8/index_4328_seed_4481_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01619749180972576, + "vlm_logprob": -0.01619749180972576, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.01619749180972576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006387769244611263 + ], + "opposite_logprob_tokens": [ + -5.131387710571289 + ], + "logprob_reward": -0.006387769244611263, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006387769244611263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24392779171466827, + 0.2104169726371765, + 0.12048961222171783, + 0.05836357921361923, + 0.06018080189824104, + 0.07130880653858185, + 0.08628107607364655, + 0.06636311113834381, + 0.04353523254394531, + 0.039133019745349884 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006387769244611263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046497792936861515 + ], + "opposite_logprob_tokens": [ + -5.379649639129639 + ], + "logprob_reward": -0.0046497792936861515, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046497792936861515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10134050995111465, + 0.10775654762983322, + 0.07519768178462982, + 0.06892895698547363, + 0.0716528594493866, + 0.28402960300445557, + 0.08989447355270386, + 0.05583278089761734, + 0.04881473630666733, + 0.09655185788869858 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.0046497792936861515 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251778755337 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251778755337, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251778755337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13996194303035736, + 0.09384671598672867, + 0.08770233392715454, + 0.042575012892484665, + 0.031999919563531876, + 0.045446380972862244, + 0.11923857778310776, + 0.11496318131685257, + 0.09376560896635056, + 0.23050028085708618 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.005251778755337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009771255776286125 + ], + "opposite_logprob_tokens": [ + -4.634771347045898 + ], + "logprob_reward": -0.009771255776286125, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009771255776286125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08445146679878235, + 0.07860416918992996, + 0.030552372336387634, + 0.028760898858308792, + 0.02714335359632969, + 0.04247752204537392, + 0.04576287418603897, + 0.09575142711400986, + 0.23058536648750305, + 0.33591052889823914 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.009771255776286125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492687597870827 + ], + "opposite_logprob_tokens": [ + -2.929926872253418 + ], + "logprob_reward": -0.05492687597870827, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492687597870827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2017519623041153, + 0.14055046439170837, + 0.04446445405483246, + 0.04273173213005066, + 0.05687835067510605, + 0.07582085579633713, + 0.03178634122014046, + 0.08995607495307922, + 0.15520846843719482, + 0.16085132956504822 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.05492687597870827 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with an extreme close-up of a brilliantly colored hummingbird, its emerald green feathers gleaming metallically in the soft golden morning light. Its wings vibrate at a rate too rapid to detect with the naked eye as it hovers in mid-air. It carefully dips its needle-thin beak into the depths of a trumpet-shaped, scarlet flower, its petals still shimmering with morning dew. Then, the camera smoothly pulls back, gradually unfolding this microscopic canvas of life, revealing the flower growing in a vibrant green valley. A few quaint wooden cottages dot the valley floor, covered in lush grass and wildflowers, with plumes of smoke rising from their rooftops. The camera continues to steadily and calmly pull back, the field of view becomes increasingly wider, and finally freezes on a magnificent vista, showing the majestic and rugged mountains surrounding the entire idyllic valley. The outlines of the peaks are looming in the morning mist. The tones of the whole picture are warm and fresh, creating a tranquil yet shocking visual experience from the delicacy of microscopic life to the magnificence of macro nature.", + "seed": 4482, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_8/index_4328_seed_4482_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03272936260327697, + "vlm_logprob": -0.03272936260327697, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.03272936260327697, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12776967883110046 + ], + "opposite_logprob_tokens": [ + -2.127769708633423 + ], + "logprob_reward": -0.12776967883110046, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12776967883110046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1295301914215088, + 0.06757733225822449, + 0.025955764576792717, + 0.03760223090648651, + 0.41296443343162537, + 0.06845013052225113, + 0.05009149760007858, + 0.08824753761291504, + 0.10644061863422394, + 0.01314027700573206 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.12776967883110046 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007644565310329199 + ], + "opposite_logprob_tokens": [ + -4.8826446533203125 + ], + "logprob_reward": -0.007644565310329199, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007644565310329199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13253334164619446, + 0.08974427729845047, + 0.02291167341172695, + 0.026455266401171684, + 0.5429174900054932, + 0.023880550637841225, + 0.033292148262262344, + 0.03278930485248566, + 0.0802302211523056, + 0.015245801769196987 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.007644565310329199 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015156697481870651 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015156697481870651, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015156697481870651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10638871788978577, + 0.05121510103344917, + 0.02398180589079857, + 0.0416727289557457, + 0.12609605491161346, + 0.10003180801868439, + 0.07234266400337219, + 0.06684589385986328, + 0.36140841245651245, + 0.05001673474907875 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0015156697481870651 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253335177898407 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253335177898407, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253335177898407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034032564610242844, + 0.0153584573417902, + 0.00854949839413166, + 0.01682724989950657, + 0.5103328227996826, + 0.046993181109428406, + 0.02940201386809349, + 0.04977291077375412, + 0.20485928654670715, + 0.08387197554111481 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.01253335177898407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014183547347784042 + ], + "opposite_logprob_tokens": [ + -4.264183521270752 + ], + "logprob_reward": -0.014183547347784042, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014183547347784042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09113866835832596, + 0.08630894869565964, + 0.033170975744724274, + 0.026195041835308075, + 0.3582615554332733, + 0.06785208731889725, + 0.034220337867736816, + 0.04193149134516716, + 0.21195071935653687, + 0.048970215022563934 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.014183547347784042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with an extreme close-up of a brilliantly colored hummingbird, its emerald green feathers gleaming metallically in the soft golden morning light. Its wings vibrate at a rate too rapid to detect with the naked eye as it hovers in mid-air. It carefully dips its needle-thin beak into the depths of a trumpet-shaped, scarlet flower, its petals still shimmering with morning dew. Then, the camera smoothly pulls back, gradually unfolding this microscopic canvas of life, revealing the flower growing in a vibrant green valley. A few quaint wooden cottages dot the valley floor, covered in lush grass and wildflowers, with plumes of smoke rising from their rooftops. The camera continues to steadily and calmly pull back, the field of view becomes increasingly wider, and finally freezes on a magnificent vista, showing the majestic and rugged mountains surrounding the entire idyllic valley. The outlines of the peaks are looming in the morning mist. The tones of the whole picture are warm and fresh, creating a tranquil yet shocking visual experience from the delicacy of microscopic life to the magnificence of macro nature.", + "seed": 4483, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_8/index_4328_seed_4483_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11782936733216047, + "vlm_logprob": -0.11782936733216047, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.11782936733216047, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5238495469093323 + ], + "opposite_logprob_tokens": [ + -0.8988495469093323 + ], + "logprob_reward": -0.5238495469093323, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5238495469093323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07762020081281662, + 0.029175065457820892, + 0.03181890770792961, + 0.757948100566864, + 0.0075088744051754475, + 0.009538473561406136, + 0.009347143582999706, + 0.024951519444584846, + 0.008619752712547779, + 0.04347189888358116 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.5238495469093323 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029846686869859695 + ], + "opposite_logprob_tokens": [ + -3.529846668243408 + ], + "logprob_reward": -0.029846686869859695, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029846686869859695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13817033171653748, + 0.06070379540324211, + 0.05274834856390953, + 0.6446390151977539, + 0.011146930046379566, + 0.019449369981884956, + 0.014382144436240196, + 0.037451986223459244, + 0.006722842808812857, + 0.014585239812731743 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.029846686869859695 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640049956738949 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008640049956738949, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640049956738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08457520604133606, + 0.011946705169975758, + 0.04275715351104736, + 0.5994535684585571, + 0.009306857362389565, + 0.028061827644705772, + 0.015645679086446762, + 0.024203196167945862, + 0.010389803908765316, + 0.1736600399017334 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.008640049956738949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633667603135109 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633667603135109, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633667603135109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14667479693889618, + 0.06356200575828552, + 0.05166454240679741, + 0.30403751134872437, + 0.05010465532541275, + 0.12358535081148148, + 0.040645260363817215, + 0.06532914191484451, + 0.059195440262556076, + 0.09520136564970016 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.008633667603135109 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video an extreme close-up of a hummingbird with emerald green feathers at the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hummingbird hovering in mid-air while dipping its beak into a scarlet trumpet-shaped flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back from the close-up to reveal a green valley with wooden cottages and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final shot freeze on a wide vista showing rugged mountains surrounding the valley in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall lighting warm and golden, consistent with a morning setting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176885321736336 + ], + "opposite_logprob_tokens": [ + -4.018177032470703 + ], + "logprob_reward": -0.018176885321736336, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018176885321736336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1415988653898239, + 0.019974295049905777, + 0.05278174951672554, + 0.362413227558136, + 0.02379690296947956, + 0.06973045319318771, + 0.024674175307154655, + 0.017005328088998795, + 0.02026107721030712, + 0.2677639424800873 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.018176885321736336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_9/index_tensor([9289, 9289])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_9/index_tensor([9289, 9289])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..81bdf89a0a934b10a38eb3b3cf8324c11154da1d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_9/index_tensor([9289, 9289])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.", + "seed": 1693, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_9/index_9289_seed_1693_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09602821338921785, + "vlm_logprob": -0.09602821338921785, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.09602821338921785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039594054222106934 + ], + "opposite_logprob_tokens": [ + -3.2895941734313965 + ], + "logprob_reward": -0.039594054222106934, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039594054222106934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2650527060031891, + 0.11113067716360092, + 0.19460202753543854, + 0.1541222333908081, + 0.061237238347530365, + 0.07402265816926956, + 0.03959537670016289, + 0.018062802031636238, + 0.045512616634368896, + 0.03666165471076965 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.039594054222106934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001926004886627 + ], + "opposite_logprob_tokens": [ + -2.695019245147705 + ], + "logprob_reward": -0.07001926004886627, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001926004886627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13112080097198486, + 0.1217338889837265, + 0.3094492256641388, + 0.04779895022511482, + 0.07584403455257416, + 0.06940523535013199, + 0.18229922652244568, + 0.015842879191040993, + 0.017758335918188095, + 0.02874739281833172 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.07001926004886627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203879982233047 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.014203879982233047, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203879982233047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06208517774939537, + 0.06776987016201019, + 0.21533852815628052, + 0.048837028443813324, + 0.031865838915109634, + 0.3918086886405945, + 0.08482304960489273, + 0.022066311910748482, + 0.028596622869372368, + 0.04680885002017021 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.014203879982233047 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486952781677246 + ], + "opposite_logprob_tokens": [ + -1.2236952781677246 + ], + "logprob_reward": -0.3486952781677246, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486952781677246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09216111898422241, + 0.09160366654396057, + 0.11739574372768402, + 0.0622236505150795, + 0.0385003462433815, + 0.25626567006111145, + 0.22355155646800995, + 0.03746188059449196, + 0.03462385758757591, + 0.046212486922740936 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.3486952781677246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628594525158405 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628594525158405, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628594525158405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11927792429924011, + 0.04094714671373367, + 0.19952107965946198, + 0.07580767571926117, + 0.15180614590644836, + 0.11381968855857849, + 0.21832197904586792, + 0.031258974224328995, + 0.02705777995288372, + 0.022181658074259758 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.007628594525158405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.", + "seed": 1694, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_9/index_9289_seed_1694_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.053902410063892604, + "vlm_logprob": -0.053902410063892604, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.053902410063892604, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018816424533724785 + ], + "opposite_logprob_tokens": [ + -4.0188164710998535 + ], + "logprob_reward": -0.018816424533724785, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018816424533724785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13511952757835388, + 0.2314315140247345, + 0.20369990170001984, + 0.3013418912887573, + 0.019818486645817757, + 0.03265375271439552, + 0.01836327463388443, + 0.02109936811029911, + 0.010869871824979782, + 0.02560245990753174 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.018816424533724785 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254771463572979 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.01254771463572979, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254771463572979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025508036836981773, + 0.05649000406265259, + 0.6375378966331482, + 0.06514529883861542, + 0.030000807717442513, + 0.0164018664509058, + 0.018143106251955032, + 0.06522437930107117, + 0.07141995429992676, + 0.014128608629107475 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.01254771463572979 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981104888021946 + ], + "opposite_logprob_tokens": [ + -3.529811143875122 + ], + "logprob_reward": -0.02981104888021946, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981104888021946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3494994640350342, + 0.09016773104667664, + 0.16501909494400024, + 0.03184407949447632, + 0.09029128402471542, + 0.05431923270225525, + 0.03515270724892616, + 0.06724607199430466, + 0.03475503623485565, + 0.08170530200004578 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.02981104888021946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016010284423828 + ], + "opposite_logprob_tokens": [ + -1.7016010284423828 + ], + "logprob_reward": -0.2016010284423828, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016010284423828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2682238817214966, + 0.04785313829779625, + 0.13719601929187775, + 0.05312506854534149, + 0.12216117233037949, + 0.07237664610147476, + 0.17297351360321045, + 0.07150273025035858, + 0.023780539631843567, + 0.030807269737124443 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.2016010284423828 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735833827406168 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735833827406168, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735833827406168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35146117210388184, + 0.17267774045467377, + 0.11762191355228424, + 0.05115729570388794, + 0.05046815425157547, + 0.038952991366386414, + 0.04286203533411026, + 0.08657345175743103, + 0.04760866239666939, + 0.04061657935380936 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006735833827406168 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.", + "seed": 1695, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_9/index_9289_seed_1695_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2819242475554347, + "vlm_logprob": -0.2819242475554347, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.2819242475554347, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030518701300024986 + ], + "opposite_logprob_tokens": [ + -3.5305187702178955 + ], + "logprob_reward": -0.030518701300024986, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030518701300024986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10953874886035919, + 0.09384039789438248, + 0.1136850118637085, + 0.21447636187076569, + 0.09082840383052826, + 0.12129251658916473, + 0.04892946779727936, + 0.08076400309801102, + 0.04033400118350983, + 0.08631109446287155 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.030518701300024986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330239862203598 + ], + "opposite_logprob_tokens": [ + -3.7733023166656494 + ], + "logprob_reward": -0.02330239862203598, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330239862203598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0453963577747345, + 0.043769702315330505, + 0.07264914363622665, + 0.06851347535848618, + 0.2049446552991867, + 0.1731502115726471, + 0.03306964784860611, + 0.18538586795330048, + 0.08316566795110703, + 0.08995525538921356 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.02330239862203598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650095202028751 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650095202028751, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650095202028751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08131049573421478, + 0.06899706274271011, + 0.11861301213502884, + 0.07432794570922852, + 0.25045740604400635, + 0.18035081028938293, + 0.05417914688587189, + 0.06044311076402664, + 0.024516932666301727, + 0.08680403977632523 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.008650095202028751 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134326934814453 + ], + "opposite_logprob_tokens": [ + -0.31343263387680054 + ], + "logprob_reward": -1.3134326934814453, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134326934814453, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15564927458763123, + 0.1246817335486412, + 0.13440866768360138, + 0.13373002409934998, + 0.1340147703886032, + 0.09914176166057587, + 0.05962229520082474, + 0.05222063884139061, + 0.045519642531871796, + 0.061011217534542084 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -1.3134326934814453 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371734917163849 + ], + "opposite_logprob_tokens": [ + -3.408717393875122 + ], + "logprob_reward": -0.03371734917163849, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371734917163849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27586591243743896, + 0.10088662058115005, + 0.08261137455701828, + 0.18447113037109375, + 0.1092534139752388, + 0.04601315036416054, + 0.030916238203644753, + 0.05876493826508522, + 0.02908293716609478, + 0.08213430643081665 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.03371734917163849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.", + "seed": 1696, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000064/group_9/index_9289_seed_1696_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13677597157657145, + "vlm_logprob": -0.13677597157657145, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.13677597157657145, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017106015235185623 + ], + "opposite_logprob_tokens": [ + -4.142106056213379 + ], + "logprob_reward": -0.017106015235185623, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017106015235185623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20321783423423767, + 0.04550739750266075, + 0.045260801911354065, + 0.32643434405326843, + 0.03452516719698906, + 0.04186089709401131, + 0.1511656641960144, + 0.030807876959443092, + 0.08766543120145798, + 0.0335545539855957 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.017106015235185623 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208580367267132 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208580367267132, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208580367267132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04527023062109947, + 0.03832254558801651, + 0.018671412020921707, + 0.4936092793941498, + 0.0142516503110528, + 0.014005826786160469, + 0.11499790847301483, + 0.06916268914937973, + 0.11407667398452759, + 0.07763176411390305 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.014208580367267132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650213479995728 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650213479995728, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650213479995728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05816149711608887, + 0.06258667260408401, + 0.034272607415914536, + 0.5630052089691162, + 0.03393033146858215, + 0.020685728639364243, + 0.04963243380188942, + 0.05027194321155548, + 0.0707140639424324, + 0.056739501655101776 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.008650213479995728 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328378319740295 + ], + "opposite_logprob_tokens": [ + -0.7578378319740295 + ], + "logprob_reward": -0.6328378319740295, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328378319740295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05380989611148834, + 0.04518018290400505, + 0.05211357772350311, + 0.4189315140247345, + 0.06617013365030289, + 0.033285655081272125, + 0.04652170464396477, + 0.04687679186463356, + 0.1445070058107376, + 0.09260350465774536 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.6328378319740295 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, hand-drawn style characteristic of '90s Disney animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a red-eyed tree frog with smooth green skin and bright orange feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog positioned almost completely flat on a large, dew-covered tropical leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the frog hiding behind a dense, emerald green stem with its eyes wide in a look of panic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight creating warm golden light and soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110772168263793 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.0110772168263793, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110772168263793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17599382996559143, + 0.03350331261754036, + 0.04199570417404175, + 0.5386049151420593, + 0.03176340088248253, + 0.0302911177277565, + 0.03924201428890228, + 0.02108968421816826, + 0.052540332078933716, + 0.03497570753097534 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0110772168263793 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_0/index_tensor([357, 357])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_0/index_tensor([357, 357])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e7fea178483c422b67995d88430c2d1949487532 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_0/index_tensor([357, 357])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up depicts a portion of a human face, sculpted by a single, harsh key light illuminated from the side, creating a dramatic black-and-white contrast effect and casting a deep, velvety shadow that completely engulfs the background. From the slightly reddened corner of the eye, long, dark lashes bunched together with moisture, a perfectly formed tear forming at the lower lash line. In the intense light, it shimmers like a tiny liquid gem, finally breaking free and beginning to trickle relentlessly and slowly down the smooth, pale skin of the cheek. The tear traces a deliberately delicate, translucent path, its movement highlighting the skin's subtle, pore-level texture and the gentle contours of the cheekbone, creating an intimate and somber atmosphere of profound, silent heartbreak.", + "seed": 1772, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_0/index_357_seed_1772_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08023382846731693, + "vlm_logprob": -0.08023382846731693, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.08023382846731693, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0018560340395197272 + ], + "opposite_logprob_tokens": [ + -8.876855850219727 + ], + "logprob_reward": -0.0018560340395197272, + "yes_no_margin_reward": 8.875, + "token_credit_reward": -0.0018560340395197272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1499641388654709, + 0.08683151006698608, + 0.16079473495483398, + 0.11236318945884705, + 0.03914443776011467, + 0.03334558382630348, + 0.10335420817136765, + 0.06629849225282669, + 0.08102021366357803, + 0.1668834239244461 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0018560340395197272 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813577950000763 + ], + "opposite_logprob_tokens": [ + -1.406357765197754 + ], + "logprob_reward": -0.2813577950000763, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813577950000763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10781832039356232, + 0.09171998500823975, + 0.26445314288139343, + 0.03474593907594681, + 0.03418900445103645, + 0.03141849860548973, + 0.04222938418388367, + 0.176937073469162, + 0.05594959855079651, + 0.16053900122642517 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.2813577950000763 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297237873077393 + ], + "opposite_logprob_tokens": [ + -2.2379722595214844 + ], + "logprob_reward": -0.11297237873077393, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297237873077393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10658370703458786, + 0.054843347519636154, + 0.08424677699804306, + 0.028324520215392113, + 0.022617818787693977, + 0.01650347374379635, + 0.06395580619573593, + 0.05350884422659874, + 0.12206395715475082, + 0.44735175371170044 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.11297237873077393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249087275005877 + ], + "opposite_logprob_tokens": [ + -6.002490997314453 + ], + "logprob_reward": -0.00249087275005877, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249087275005877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0870659127831459, + 0.15635450184345245, + 0.05743193253874779, + 0.08607041835784912, + 0.0711284950375557, + 0.09199830144643784, + 0.06963841617107391, + 0.04203860089182854, + 0.015792325139045715, + 0.32248109579086304 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.00249087275005877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024920618161559105 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.0024920618161559105, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024920618161559105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09688619524240494, + 0.041932713240385056, + 0.04600781574845314, + 0.025737576186656952, + 0.0704110786318779, + 0.05516670644283295, + 0.03604810684919357, + 0.05515056848526001, + 0.07985128462314606, + 0.4928079843521118 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0024920618161559105 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up depicts a portion of a human face, sculpted by a single, harsh key light illuminated from the side, creating a dramatic black-and-white contrast effect and casting a deep, velvety shadow that completely engulfs the background. From the slightly reddened corner of the eye, long, dark lashes bunched together with moisture, a perfectly formed tear forming at the lower lash line. In the intense light, it shimmers like a tiny liquid gem, finally breaking free and beginning to trickle relentlessly and slowly down the smooth, pale skin of the cheek. The tear traces a deliberately delicate, translucent path, its movement highlighting the skin's subtle, pore-level texture and the gentle contours of the cheekbone, creating an intimate and somber atmosphere of profound, silent heartbreak.", + "seed": 1773, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_0/index_357_seed_1773_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2157723319949582, + "vlm_logprob": -0.2157723319949582, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.2157723319949582, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0016828911611810327 + ], + "opposite_logprob_tokens": [ + -8.001683235168457 + ], + "logprob_reward": -0.0016828911611810327, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.0016828911611810327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46136605739593506, + 0.059719234704971313, + 0.0716647282242775, + 0.03749360889196396, + 0.060668908059597015, + 0.07268273830413818, + 0.0244666188955307, + 0.098994679749012, + 0.054810769855976105, + 0.058132607489824295 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.0016828911611810327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261666297912598 + ], + "opposite_logprob_tokens": [ + -0.5761666297912598 + ], + "logprob_reward": -0.8261666297912598, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261666297912598, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.159175843000412, + 0.0658281221985817, + 0.24779467284679413, + 0.07406505197286606, + 0.0792497918009758, + 0.025764279067516327, + 0.037669334560632706, + 0.034611258655786514, + 0.07414530217647552, + 0.20169636607170105 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.8261666297912598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055007778108119965 + ], + "opposite_logprob_tokens": [ + -2.9300076961517334 + ], + "logprob_reward": -0.055007778108119965, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055007778108119965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09079110622406006, + 0.08898946642875671, + 0.23525327444076538, + 0.08108207583427429, + 0.19998259842395782, + 0.04681592434644699, + 0.019603079184889793, + 0.02195061929523945, + 0.06333303451538086, + 0.15219883620738983 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.055007778108119965 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991405725479126 + ], + "opposite_logprob_tokens": [ + -1.8049139976501465 + ], + "logprob_reward": -0.17991405725479126, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991405725479126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07102745771408081, + 0.05240342766046524, + 0.05011606216430664, + 0.049584824591875076, + 0.40140655636787415, + 0.018633464351296425, + 0.026530912145972252, + 0.13220302760601044, + 0.029611345380544662, + 0.16848304867744446 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.17991405725479126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016090303659439087 + ], + "opposite_logprob_tokens": [ + -4.141090393066406 + ], + "logprob_reward": -0.016090303659439087, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016090303659439087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1948050707578659, + 0.04537942260503769, + 0.04580250382423401, + 0.05191608518362045, + 0.3222118020057678, + 0.02318275347352028, + 0.01906336098909378, + 0.1438191533088684, + 0.0472235344350338, + 0.10659630596637726 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.016090303659439087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up depicts a portion of a human face, sculpted by a single, harsh key light illuminated from the side, creating a dramatic black-and-white contrast effect and casting a deep, velvety shadow that completely engulfs the background. From the slightly reddened corner of the eye, long, dark lashes bunched together with moisture, a perfectly formed tear forming at the lower lash line. In the intense light, it shimmers like a tiny liquid gem, finally breaking free and beginning to trickle relentlessly and slowly down the smooth, pale skin of the cheek. The tear traces a deliberately delicate, translucent path, its movement highlighting the skin's subtle, pore-level texture and the gentle contours of the cheekbone, creating an intimate and somber atmosphere of profound, silent heartbreak.", + "seed": 1774, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_0/index_357_seed_1774_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11928031630814076, + "vlm_logprob": -0.11928031630814076, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.11928031630814076, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028512658551335335 + ], + "opposite_logprob_tokens": [ + -3.778512716293335 + ], + "logprob_reward": -0.028512658551335335, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.028512658551335335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24185657501220703, + 0.03224889934062958, + 0.054396532475948334, + 0.02541138045489788, + 0.07673683762550354, + 0.13622373342514038, + 0.23540480434894562, + 0.037385229021310806, + 0.12058261781930923, + 0.03975338488817215 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.028512658551335335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38717880845069885 + ], + "opposite_logprob_tokens": [ + -1.1371787786483765 + ], + "logprob_reward": -0.38717880845069885, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38717880845069885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08789829164743423, + 0.14563624560832977, + 0.11001624166965485, + 0.03959299996495247, + 0.059070248156785965, + 0.07971376925706863, + 0.0555357001721859, + 0.048825643956661224, + 0.11430098116397858, + 0.2594097852706909 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.38717880845069885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211729720234871 + ], + "opposite_logprob_tokens": [ + -2.812117338180542 + ], + "logprob_reward": -0.06211729720234871, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211729720234871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21810339391231537, + 0.15456458926200867, + 0.058262426406145096, + 0.04035162553191185, + 0.0465608686208725, + 0.05661969631910324, + 0.05451221391558647, + 0.056235190480947495, + 0.19942297041416168, + 0.11536705493927002 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.06211729720234871 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037297010421753 + ], + "opposite_logprob_tokens": [ + -2.3503730297088623 + ], + "logprob_reward": -0.10037297010421753, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037297010421753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10573956370353699, + 0.1114940494298935, + 0.1792546659708023, + 0.05092780664563179, + 0.04260127991437912, + 0.2398180514574051, + 0.1839311569929123, + 0.029420118778944016, + 0.039370156824588776, + 0.017443178221583366 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.10037297010421753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018219847232103348 + ], + "opposite_logprob_tokens": [ + -4.018219947814941 + ], + "logprob_reward": -0.018219847232103348, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018219847232103348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11594975739717484, + 0.108746238052845, + 0.09255418926477432, + 0.05117150396108627, + 0.04576724022626877, + 0.3025957942008972, + 0.08142175525426865, + 0.0514560230076313, + 0.0968502014875412, + 0.05348726361989975 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.018219847232103348 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up depicts a portion of a human face, sculpted by a single, harsh key light illuminated from the side, creating a dramatic black-and-white contrast effect and casting a deep, velvety shadow that completely engulfs the background. From the slightly reddened corner of the eye, long, dark lashes bunched together with moisture, a perfectly formed tear forming at the lower lash line. In the intense light, it shimmers like a tiny liquid gem, finally breaking free and beginning to trickle relentlessly and slowly down the smooth, pale skin of the cheek. The tear traces a deliberately delicate, translucent path, its movement highlighting the skin's subtle, pore-level texture and the gentle contours of the cheekbone, creating an intimate and somber atmosphere of profound, silent heartbreak.", + "seed": 1775, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_0/index_357_seed_1775_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1726524893194437, + "vlm_logprob": -0.1726524893194437, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.1726524893194437, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0033203016500920057 + ], + "opposite_logprob_tokens": [ + -9.003320693969727 + ], + "logprob_reward": -0.0033203016500920057, + "yes_no_margin_reward": 9.0, + "token_credit_reward": -0.0033203016500920057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08376551419496536, + 0.09265702217817307, + 0.0546548068523407, + 0.04890580475330353, + 0.028036953881382942, + 0.028173785656690598, + 0.1389399766921997, + 0.11467908322811127, + 0.3123471140861511, + 0.09783999621868134 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.0033203016500920057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261645436286926 + ], + "opposite_logprob_tokens": [ + -0.5761645436286926 + ], + "logprob_reward": -0.8261645436286926, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261645436286926, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.27883267402648926, + 0.1257745623588562, + 0.11285047978162766, + 0.022862210869789124, + 0.130417138338089, + 0.05433903634548187, + 0.06781454384326935, + 0.04158320650458336, + 0.13191813230514526, + 0.03360799327492714 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.8261645436286926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023317305371165276 + ], + "opposite_logprob_tokens": [ + -3.773317337036133 + ], + "logprob_reward": -0.023317305371165276, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023317305371165276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6550713181495667, + 0.04558657854795456, + 0.08523605018854141, + 0.015995198860764503, + 0.020166343078017235, + 0.016425278037786484, + 0.054572898894548416, + 0.013073228299617767, + 0.07616385072469711, + 0.017709294334053993 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.023317305371165276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636047434061766 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636047434061766, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636047434061766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09360487014055252, + 0.05242506414651871, + 0.07479005306959152, + 0.02791644260287285, + 0.040403399616479874, + 0.012366736307740211, + 0.21555311977863312, + 0.08645962178707123, + 0.38058093190193176, + 0.015899788588285446 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.007636047434061766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a portion of a human face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single harsh key light from the side creating high black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep, velvety shadow visible that completely engulfs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear form at the lower lash line of a reddened eye and trickle down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tear's movement visible tracing a translucent path over the skin's pore-level texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028242485132068396 + ], + "opposite_logprob_tokens": [ + -5.877824306488037 + ], + "logprob_reward": -0.0028242485132068396, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028242485132068396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32050618529319763, + 0.019427429884672165, + 0.02314566634595394, + 0.021167593076825142, + 0.0893271341919899, + 0.011395578272640705, + 0.0505012646317482, + 0.15282605588436127, + 0.2776576280593872, + 0.034045420587062836 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0028242485132068396 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_1/index_tensor([4951, 4951])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_1/index_tensor([4951, 4951])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..501cef30745b6f8738277d23b471f47ca520bf85 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_1/index_tensor([4951, 4951])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.", + "seed": 6384, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_1/index_4951_seed_6384_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3324819287285209, + "vlm_logprob": -0.3324819287285209, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.3324819287285209, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04001207277178764 + ], + "opposite_logprob_tokens": [ + -3.2900121212005615 + ], + "logprob_reward": -0.04001207277178764, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04001207277178764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14985576272010803, + 0.103284552693367, + 0.09715732932090759, + 0.06580407172441483, + 0.29395461082458496, + 0.0929717868566513, + 0.058988943696022034, + 0.05225895717740059, + 0.05436490476131439, + 0.031359076499938965 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.04001207277178764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063031673431396 + ], + "opposite_logprob_tokens": [ + -0.28130316734313965 + ], + "logprob_reward": -1.4063031673431396, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063031673431396, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5768247246742249, + 0.06196487694978714, + 0.04098137840628624, + 0.046086084097623825, + 0.07847236841917038, + 0.07808883488178253, + 0.025022447109222412, + 0.02746848575770855, + 0.039159610867500305, + 0.025931216776371002 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -1.4063031673431396 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993834614753723 + ], + "opposite_logprob_tokens": [ + -1.8049383163452148 + ], + "logprob_reward": -0.17993834614753723, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993834614753723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4370025098323822, + 0.15992358326911926, + 0.09015584737062454, + 0.03506378456950188, + 0.06945215165615082, + 0.10487998276948929, + 0.04942988604307175, + 0.00958656519651413, + 0.025849558413028717, + 0.018656084313988686 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.17993834614753723 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636709436774254 + ], + "opposite_logprob_tokens": [ + -3.6513671875 + ], + "logprob_reward": -0.02636709436774254, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636709436774254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4081260859966278, + 0.11084780097007751, + 0.04736883193254471, + 0.06060519069433212, + 0.1001070886850357, + 0.14184211194515228, + 0.049627892673015594, + 0.017757097259163857, + 0.04013679549098015, + 0.023581070825457573 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.02636709436774254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978896301239729 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.00978896301239729, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978896301239729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1956237554550171, + 0.11201324313879013, + 0.054841142147779465, + 0.0927916094660759, + 0.07171478122472763, + 0.16100837290287018, + 0.047998297959566116, + 0.08241509646177292, + 0.0911281630396843, + 0.09046553820371628 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.00978896301239729 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.", + "seed": 6385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_1/index_4951_seed_6385_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05969430599361658, + "vlm_logprob": -0.05969430599361658, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.05969430599361658, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012788310647010803 + ], + "opposite_logprob_tokens": [ + -4.51278829574585 + ], + "logprob_reward": -0.012788310647010803, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012788310647010803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.114996999502182, + 0.16516566276550293, + 0.027173468843102455, + 0.08139891922473907, + 0.026686742901802063, + 0.0761854350566864, + 0.3016693890094757, + 0.13127651810646057, + 0.045370157808065414, + 0.030076727271080017 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.012788310647010803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521171271800995 + ], + "opposite_logprob_tokens": [ + -1.5021171569824219 + ], + "logprob_reward": -0.2521171271800995, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521171271800995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10620775818824768, + 0.2396777868270874, + 0.05346854031085968, + 0.06931260973215103, + 0.057907190173864365, + 0.0745152160525322, + 0.2071862518787384, + 0.0671476423740387, + 0.055244605988264084, + 0.06933242082595825 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.2521171271800995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192103132605553 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192103132605553, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192103132605553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30565690994262695, + 0.1607770323753357, + 0.04012813791632652, + 0.08937107026576996, + 0.01990455761551857, + 0.03865770250558853, + 0.20251311361789703, + 0.05612219125032425, + 0.05503163859248161, + 0.031837619841098785 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.018192103132605553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640168234705925 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640168234705925, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640168234705925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14243467152118683, + 0.14988070726394653, + 0.038923848420381546, + 0.06257525086402893, + 0.0361076258122921, + 0.06557214260101318, + 0.3869546055793762, + 0.040832631289958954, + 0.04081906005740166, + 0.03589947149157524 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.008640168234705925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733820773661137 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006733820773661137, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733820773661137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15538179874420166, + 0.11075523495674133, + 0.0316292867064476, + 0.03870478272438049, + 0.059710610657930374, + 0.09685146063566208, + 0.31339317560195923, + 0.05779813230037689, + 0.09327217191457748, + 0.04250334948301315 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.006733820773661137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.", + "seed": 6386, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_1/index_4951_seed_6386_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.33611959014087917, + "vlm_logprob": -0.33611959014087917, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.33611959014087917, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03294863551855087 + ], + "opposite_logprob_tokens": [ + -3.5329487323760986 + ], + "logprob_reward": -0.03294863551855087, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03294863551855087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10211186110973358, + 0.04638384282588959, + 0.2654792070388794, + 0.11212955415248871, + 0.20918245613574982, + 0.04501497000455856, + 0.028546052053570747, + 0.037410568445920944, + 0.12473667412996292, + 0.02900485135614872 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.03294863551855087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005287170410156 + ], + "opposite_logprob_tokens": [ + -0.22552870213985443 + ], + "logprob_reward": -1.6005287170410156, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005287170410156, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03762390837073326, + 0.03025534749031067, + 0.6111684441566467, + 0.02938763238489628, + 0.22271601855754852, + 0.028277449309825897, + 0.010013202205300331, + 0.010007173754274845, + 0.009475928731262684, + 0.011074877344071865 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -1.6005287170410156 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026388689875602722 + ], + "opposite_logprob_tokens": [ + -3.651388645172119 + ], + "logprob_reward": -0.026388689875602722, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026388689875602722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06280016899108887, + 0.03561176359653473, + 0.4731222987174988, + 0.2093009501695633, + 0.1349211037158966, + 0.028396008536219597, + 0.014847377315163612, + 0.015185900032520294, + 0.011410419829189777, + 0.014403958804905415 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.026388689875602722 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016089366748929024 + ], + "opposite_logprob_tokens": [ + -4.14108943939209 + ], + "logprob_reward": -0.016089366748929024, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016089366748929024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059038013219833374, + 0.014011614955961704, + 0.6508491039276123, + 0.041594576090574265, + 0.1398017704486847, + 0.03525881469249725, + 0.016310034319758415, + 0.015098079107701778, + 0.012800667434930801, + 0.015237405896186829 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.016089366748929024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642541520297527 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642541520297527, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642541520297527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07967464625835419, + 0.022137610241770744, + 0.633286714553833, + 0.024303365498781204, + 0.09602436423301697, + 0.05074964463710785, + 0.030199244618415833, + 0.022531060501933098, + 0.02014945261180401, + 0.020943857729434967 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.004642541520297527 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.", + "seed": 6387, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_1/index_4951_seed_6387_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02913550827652216, + "vlm_logprob": -0.02913550827652216, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.02913550827652216, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02547115832567215 + ], + "opposite_logprob_tokens": [ + -3.7754712104797363 + ], + "logprob_reward": -0.02547115832567215, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02547115832567215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10960546880960464, + 0.14904965460300446, + 0.13781961798667908, + 0.25776907801628113, + 0.1092638149857521, + 0.061377305537462234, + 0.02953769452869892, + 0.035146646201610565, + 0.02991488389670849, + 0.08051576465368271 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.02547115832567215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901455461978912 + ], + "opposite_logprob_tokens": [ + -2.579014539718628 + ], + "logprob_reward": -0.07901455461978912, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901455461978912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08832763135433197, + 0.2477158159017563, + 0.04479099437594414, + 0.1302371770143509, + 0.18713749945163727, + 0.03715519234538078, + 0.04242224618792534, + 0.11088188737630844, + 0.05396485701203346, + 0.057366691529750824 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.07901455461978912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029814520850777626 + ], + "opposite_logprob_tokens": [ + -3.5298144817352295 + ], + "logprob_reward": -0.029814520850777626, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029814520850777626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060529351234436035, + 0.40637364983558655, + 0.2688513696193695, + 0.10149871557950974, + 0.06724733859300613, + 0.021775340661406517, + 0.01644946075975895, + 0.027373649179935455, + 0.013614468276500702, + 0.016286568716168404 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.029814520850777626 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641592036932707 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641592036932707, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641592036932707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029613835737109184, + 0.7269302010536194, + 0.046566613018512726, + 0.09346804022789001, + 0.02428186871111393, + 0.005822122562676668, + 0.008570381440222263, + 0.01800447143614292, + 0.02821190282702446, + 0.018530569970607758 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.004641592036932707 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward to reveal a volcanic eruption above Seoul?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in extreme slow motion featuring rain-slicked asphalt on a multi-lane boulevard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing embers rain from the sky, leaving faint smoke trails and reflecting in dark puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are towering skyscrapers clad in glass and chrome visible with flickering, glitching mauve and cyan holographic advertisements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735715549439192 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735715549439192, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735715549439192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05826793238520622, + 0.16497373580932617, + 0.07269002497196198, + 0.2195097655057907, + 0.13140949606895447, + 0.034989673644304276, + 0.03337319567799568, + 0.06627207249403, + 0.0702090784907341, + 0.14830505847930908 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.006735715549439192 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_10/index_tensor([8092, 8092])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_10/index_tensor([8092, 8092])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fc4253bc497237bbf816b4b05267cb60ae0e98b1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_10/index_tensor([8092, 8092])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle tracking shot closely follows a sleek sports car painted a deep metallic red as it executes a swift and precise turn across a rain-soaked city road, mirror-like in its black finish. As the car sweeps across the road with a graceful yet violent gesture, its wide, spinning wheels tear through the puddle with astonishing force, whipping up a vast, arcing curtain of white water. This curtain, illuminated by the blue, pink, and purple neon lights of the surrounding skyscrapers, instantly becomes a dazzling riot of color. The slow-motion visual effect condenses countless splashing water droplets into tiny, glittering crystals, dazzling like diamonds. Sharp LED headlights carve dazzling arcs of light as they spin, piercing the dense, rainy night. The entire scene is filled with highly saturated colors, intense contrasts of light and shadow, and an extreme sense of movement, creating an adrenaline-pumping, cinematic atmosphere of tension and aesthetics.", + "seed": 30548, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_10/index_8092_seed_30548_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.038190780021250245, + "vlm_logprob": -0.038190780021250245, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.038190780021250245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006676509045064449 + ], + "opposite_logprob_tokens": [ + -5.13167667388916 + ], + "logprob_reward": -0.006676509045064449, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006676509045064449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027187680825591087, + 0.012213366106152534, + 0.03744053840637207, + 0.0338096059858799, + 0.017886435613036156, + 0.009448133409023285, + 0.014247235842049122, + 0.7842205762863159, + 0.036867909133434296, + 0.026678483933210373 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.006676509045064449 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981371060013771 + ], + "opposite_logprob_tokens": [ + -3.529813766479492 + ], + "logprob_reward": -0.02981371060013771, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981371060013771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0528327077627182, + 0.019602632150053978, + 0.06394167244434357, + 0.050839055329561234, + 0.06486621499061584, + 0.0250337403267622, + 0.025087537243962288, + 0.5954707860946655, + 0.055083323270082474, + 0.04724232852458954 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.02981371060013771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072122380137444 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072122380137444, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072122380137444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061443716287612915, + 0.03705533221364021, + 0.09802309423685074, + 0.0405191034078598, + 0.1363775134086609, + 0.02356083132326603, + 0.01706712506711483, + 0.47567105293273926, + 0.06672640144824982, + 0.0435558557510376 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.016072122380137444 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809913620352745 + ], + "opposite_logprob_tokens": [ + -3.2880990505218506 + ], + "logprob_reward": -0.03809913620352745, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809913620352745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038497112691402435, + 0.035072967410087585, + 0.029694005846977234, + 0.1229436993598938, + 0.057061877101659775, + 0.024952590465545654, + 0.012750239111483097, + 0.6488229036331177, + 0.015286900103092194, + 0.01491765771061182 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.03809913620352745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029242187738419 + ], + "opposite_logprob_tokens": [ + -2.350292444229126 + ], + "logprob_reward": -0.10029242187738419, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029242187738419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025708185508847237, + 0.02304532751441002, + 0.0477379746735096, + 0.02006530575454235, + 0.021373184397816658, + 0.014745531603693962, + 0.011299729347229004, + 0.7727683782577515, + 0.030098823830485344, + 0.033157527446746826 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.10029242187738419 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot closely follows a sleek sports car painted a deep metallic red as it executes a swift and precise turn across a rain-soaked city road, mirror-like in its black finish. As the car sweeps across the road with a graceful yet violent gesture, its wide, spinning wheels tear through the puddle with astonishing force, whipping up a vast, arcing curtain of white water. This curtain, illuminated by the blue, pink, and purple neon lights of the surrounding skyscrapers, instantly becomes a dazzling riot of color. The slow-motion visual effect condenses countless splashing water droplets into tiny, glittering crystals, dazzling like diamonds. Sharp LED headlights carve dazzling arcs of light as they spin, piercing the dense, rainy night. The entire scene is filled with highly saturated colors, intense contrasts of light and shadow, and an extreme sense of movement, creating an adrenaline-pumping, cinematic atmosphere of tension and aesthetics.", + "seed": 30549, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_10/index_8092_seed_30549_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05081255128607154, + "vlm_logprob": -0.05081255128607154, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.05081255128607154, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015048079192638397 + ], + "opposite_logprob_tokens": [ + -4.390048027038574 + ], + "logprob_reward": -0.015048079192638397, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015048079192638397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23726920783519745, + 0.07346542179584503, + 0.03944350779056549, + 0.04120488092303276, + 0.079449363052845, + 0.07802576571702957, + 0.12609946727752686, + 0.07947913557291031, + 0.10111360251903534, + 0.14444968104362488 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.015048079192638397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012558192014694214 + ], + "opposite_logprob_tokens": [ + -4.3875579833984375 + ], + "logprob_reward": -0.012558192014694214, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012558192014694214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20720970630645752, + 0.0775555744767189, + 0.02238554321229458, + 0.02798677235841751, + 0.09822548180818558, + 0.0785985216498375, + 0.06221887096762657, + 0.2870164215564728, + 0.04121978208422661, + 0.09758329391479492 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.012558192014694214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740925367921591 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.006740925367921591, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740925367921591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12611036002635956, + 0.17223721742630005, + 0.04424193501472473, + 0.05283678323030472, + 0.11762682348489761, + 0.062273211777210236, + 0.09224767237901688, + 0.09872066229581833, + 0.07332299649715424, + 0.16038234531879425 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.006740925367921591 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190348520874977 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.018190348520874977, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190348520874977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2166822999715805, + 0.060656145215034485, + 0.028456592932343483, + 0.016014549881219864, + 0.0746578648686409, + 0.04912903159856796, + 0.04082659259438515, + 0.392515629529953, + 0.022047091275453568, + 0.09901419281959534 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.018190348520874977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20152521133422852 + ], + "opposite_logprob_tokens": [ + -1.7015252113342285 + ], + "logprob_reward": -0.20152521133422852, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20152521133422852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04099272936582565, + 0.028677459806203842, + 0.013474873267114162, + 0.0370066836476326, + 0.07277665287256241, + 0.048036739230155945, + 0.03423397243022919, + 0.6597853302955627, + 0.03165171295404434, + 0.03336384892463684 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.20152521133422852 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot closely follows a sleek sports car painted a deep metallic red as it executes a swift and precise turn across a rain-soaked city road, mirror-like in its black finish. As the car sweeps across the road with a graceful yet violent gesture, its wide, spinning wheels tear through the puddle with astonishing force, whipping up a vast, arcing curtain of white water. This curtain, illuminated by the blue, pink, and purple neon lights of the surrounding skyscrapers, instantly becomes a dazzling riot of color. The slow-motion visual effect condenses countless splashing water droplets into tiny, glittering crystals, dazzling like diamonds. Sharp LED headlights carve dazzling arcs of light as they spin, piercing the dense, rainy night. The entire scene is filled with highly saturated colors, intense contrasts of light and shadow, and an extreme sense of movement, creating an adrenaline-pumping, cinematic atmosphere of tension and aesthetics.", + "seed": 30550, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_10/index_8092_seed_30550_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04382484564557672, + "vlm_logprob": -0.04382484564557672, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.04382484564557672, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007287467829883099 + ], + "opposite_logprob_tokens": [ + -5.132287502288818 + ], + "logprob_reward": -0.007287467829883099, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007287467829883099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10632866621017456, + 0.032851990312337875, + 0.07475931197404861, + 0.132301926612854, + 0.04607880860567093, + 0.1035040095448494, + 0.06775680929422379, + 0.10163701325654984, + 0.05115268751978874, + 0.28362882137298584 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.007287467829883099 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255148183554411 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.01255148183554411, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255148183554411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07223733514547348, + 0.031810861080884933, + 0.06814555078744888, + 0.039402443915605545, + 0.06272383779287338, + 0.1879701018333435, + 0.314777135848999, + 0.055122122168540955, + 0.020034698769450188, + 0.14777585864067078 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.01255148183554411 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253913346678019 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253913346678019, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253913346678019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07794030010700226, + 0.03852255642414093, + 0.12199603766202927, + 0.02259809896349907, + 0.12208780646324158, + 0.06510894000530243, + 0.3749433755874634, + 0.045615121722221375, + 0.018164988607168198, + 0.11302279680967331 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.005253913346678019 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369971364736557 + ], + "opposite_logprob_tokens": [ + -3.4086997509002686 + ], + "logprob_reward": -0.03369971364736557, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369971364736557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07496760785579681, + 0.07747665792703629, + 0.07270534336566925, + 0.04845516383647919, + 0.0888218805193901, + 0.07924781739711761, + 0.3436617851257324, + 0.14536133408546448, + 0.016141381114721298, + 0.05316094309091568 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.03369971364736557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033165156841278 + ], + "opposite_logprob_tokens": [ + -1.9103316068649292 + ], + "logprob_reward": -0.16033165156841278, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033165156841278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08746905624866486, + 0.07063717395067215, + 0.03991980105638504, + 0.061986152082681656, + 0.07479290664196014, + 0.1466229259967804, + 0.1312766671180725, + 0.0886893942952156, + 0.0232175774872303, + 0.27538836002349854 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.16033165156841278 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot closely follows a sleek sports car painted a deep metallic red as it executes a swift and precise turn across a rain-soaked city road, mirror-like in its black finish. As the car sweeps across the road with a graceful yet violent gesture, its wide, spinning wheels tear through the puddle with astonishing force, whipping up a vast, arcing curtain of white water. This curtain, illuminated by the blue, pink, and purple neon lights of the surrounding skyscrapers, instantly becomes a dazzling riot of color. The slow-motion visual effect condenses countless splashing water droplets into tiny, glittering crystals, dazzling like diamonds. Sharp LED headlights carve dazzling arcs of light as they spin, piercing the dense, rainy night. The entire scene is filled with highly saturated colors, intense contrasts of light and shadow, and an extreme sense of movement, creating an adrenaline-pumping, cinematic atmosphere of tension and aesthetics.", + "seed": 30551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_10/index_8092_seed_30551_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03787988526746631, + "vlm_logprob": -0.03787988526746631, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.03787988526746631, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052032764069736 + ], + "opposite_logprob_tokens": [ + -5.3802032470703125 + ], + "logprob_reward": -0.0052032764069736, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0052032764069736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09555939584970474, + 0.0310219693928957, + 0.07925426959991455, + 0.11432936042547226, + 0.06231604889035225, + 0.06678761541843414, + 0.11233347654342651, + 0.09701132774353027, + 0.2863352596759796, + 0.05505127087235451 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.0052032764069736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084291152656078 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.011084291152656078, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084291152656078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1258338987827301, + 0.06169025972485542, + 0.28296592831611633, + 0.06788821518421173, + 0.031440846621990204, + 0.0837111696600914, + 0.15297429263591766, + 0.05078711733222008, + 0.10932967811822891, + 0.033378563821315765 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.011084291152656078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254506133496761 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254506133496761, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254506133496761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11833591759204865, + 0.08284727483987808, + 0.22590872645378113, + 0.06513848155736923, + 0.04733360931277275, + 0.044730111956596375, + 0.16951385140419006, + 0.04032845422625542, + 0.16931289434432983, + 0.03655069321393967 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.005254506133496761 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495418235659599 + ], + "opposite_logprob_tokens": [ + -2.9299542903900146 + ], + "logprob_reward": -0.05495418235659599, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495418235659599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07108758389949799, + 0.04124421998858452, + 0.38299623131752014, + 0.09011457860469818, + 0.054012831300497055, + 0.051465995609760284, + 0.10092508792877197, + 0.02056354470551014, + 0.1569613814353943, + 0.030628567561507225 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.05495418235659599 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted a deep metallic red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and executing a tracking shot that follows the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car executing a swift turn across a rain-soaked city road with spinning wheels tearing through puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by blue, pink, and purple neon lights from surrounding skyscrapers creating a curtain of white water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual effect applied in slow motion, condensing water droplets into tiny, glittering crystals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129031702876091 + ], + "opposite_logprob_tokens": [ + -2.237903118133545 + ], + "logprob_reward": -0.1129031702876091, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129031702876091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0896826833486557, + 0.04210475832223892, + 0.15178166329860687, + 0.2133312225341797, + 0.11161340028047562, + 0.09789370000362396, + 0.07936778664588928, + 0.15290623903274536, + 0.028598645702004433, + 0.03271988406777382 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.1129031702876091 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_11/index_tensor([3580, 3580])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_11/index_tensor([3580, 3580])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..22f911b32dc38313b08e95301296544c8c7213ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_11/index_tensor([3580, 3580])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a gritty, unadorned documentary style, the camera slowly and deliberately tilts downward, beginning to trace paths across dirty, mossy brick walls, where rain has carved its path through layers of faded graffiti. As the camera descends, a narrow alley emerges, its cracked asphalt gleaming beneath a steady drizzle, its ground littered with damp garbage. The camera's movement pauses, revealing a man in a dark charcoal trench coat, the heavy wool fabric soaking through and clinging to his frame as he leans intently over an unseen object on the ground. His face, partially obscured by shadows and damp black hair clinging to his skin, is a roadmap of a long, violent life, streaked with pale silver scars and fresher, crudely stitched wounds, crisscrossing his gaunt features. The entire scene is starkly illuminated by the harsh, intermittent glow of a flickering street lamp, which casts long, dancing shadows and captures the shimmer of moisture on his skin and coat. This solitary light source is reflected in his deep eyes, revealing a tired, almost immortal gaze that is not one of panic, but of a deep and calm professional curiosity, creating an atmosphere of tense and mysterious quiet observation.", + "seed": 15398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_11/index_3580_seed_15398_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06570777893066407, + "vlm_logprob": -0.06570777893066407, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.06570777893066407, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010827835649251938 + ], + "opposite_logprob_tokens": [ + -4.635828018188477 + ], + "logprob_reward": -0.010827835649251938, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010827835649251938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06063206493854523, + 0.11323987692594528, + 0.0459466278553009, + 0.08622057735919952, + 0.04846346005797386, + 0.12629884481430054, + 0.07580467313528061, + 0.045313578099012375, + 0.06880663335323334, + 0.32927370071411133 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.010827835649251938 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330601029098034 + ], + "opposite_logprob_tokens": [ + -3.773305892944336 + ], + "logprob_reward": -0.02330601029098034, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330601029098034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019445156678557396, + 0.02523098886013031, + 0.016378747299313545, + 0.042645346373319626, + 0.10416917502880096, + 0.036930933594703674, + 0.011452418752014637, + 0.017028195783495903, + 0.026283254846930504, + 0.7004358172416687 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.02330601029098034 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067337024956941605 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.0067337024956941605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067337024956941605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037036869674921036, + 0.05636005848646164, + 0.036631081253290176, + 0.06086819991469383, + 0.04812824726104736, + 0.16642959415912628, + 0.1956040859222412, + 0.04374232515692711, + 0.07773523777723312, + 0.2774643003940582 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.0067337024956941605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206262484192848 + ], + "opposite_logprob_tokens": [ + -2.8120627403259277 + ], + "logprob_reward": -0.06206262484192848, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206262484192848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026308173313736916, + 0.017193136736750603, + 0.02196994423866272, + 0.0356040894985199, + 0.019512005150318146, + 0.0703527182340622, + 0.046992819756269455, + 0.07803788781166077, + 0.07219646126031876, + 0.6118327975273132 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.06206262484192848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256087213754654 + ], + "opposite_logprob_tokens": [ + -1.6006087064743042 + ], + "logprob_reward": -0.2256087213754654, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256087213754654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04338875785470009, + 0.0361076220870018, + 0.015455479733645916, + 0.09149424731731415, + 0.03103596158325672, + 0.04686102643609047, + 0.02995246648788452, + 0.05316171422600746, + 0.103314608335495, + 0.5492280721664429 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.2256087213754654 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a gritty, unadorned documentary style, the camera slowly and deliberately tilts downward, beginning to trace paths across dirty, mossy brick walls, where rain has carved its path through layers of faded graffiti. As the camera descends, a narrow alley emerges, its cracked asphalt gleaming beneath a steady drizzle, its ground littered with damp garbage. The camera's movement pauses, revealing a man in a dark charcoal trench coat, the heavy wool fabric soaking through and clinging to his frame as he leans intently over an unseen object on the ground. His face, partially obscured by shadows and damp black hair clinging to his skin, is a roadmap of a long, violent life, streaked with pale silver scars and fresher, crudely stitched wounds, crisscrossing his gaunt features. The entire scene is starkly illuminated by the harsh, intermittent glow of a flickering street lamp, which casts long, dancing shadows and captures the shimmer of moisture on his skin and coat. This solitary light source is reflected in his deep eyes, revealing a tired, almost immortal gaze that is not one of panic, but of a deep and calm professional curiosity, creating an atmosphere of tense and mysterious quiet observation.", + "seed": 15399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_11/index_3580_seed_15399_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03437514891847968, + "vlm_logprob": -0.03437514891847968, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03437514891847968, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03521525859832764 + ], + "opposite_logprob_tokens": [ + -3.410215377807617 + ], + "logprob_reward": -0.03521525859832764, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03521525859832764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14336813986301422, + 0.03824091702699661, + 0.05966353788971901, + 0.14514705538749695, + 0.063728466629982, + 0.056720055639743805, + 0.0741158276796341, + 0.24874137341976166, + 0.1571655124425888, + 0.013109138235449791 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.03521525859832764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794864803552628 + ], + "opposite_logprob_tokens": [ + -4.63479471206665 + ], + "logprob_reward": -0.009794864803552628, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794864803552628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1647149622440338, + 0.13910773396492004, + 0.052737291902303696, + 0.058521419763565063, + 0.25624120235443115, + 0.05306701734662056, + 0.04968159273266792, + 0.08535098284482956, + 0.09061691910028458, + 0.049960844218730927 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.009794864803552628 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096213262528181 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096213262528181, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096213262528181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12571147084236145, + 0.04177713766694069, + 0.044276852160692215, + 0.10393724590539932, + 0.28110095858573914, + 0.12815718352794647, + 0.11370174586772919, + 0.06275222450494766, + 0.06927526742219925, + 0.029309872537851334 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.004096213262528181 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371838480234146 + ], + "opposite_logprob_tokens": [ + -3.4087183475494385 + ], + "logprob_reward": -0.03371838480234146, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371838480234146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10567332804203033, + 0.03483923524618149, + 0.030318941920995712, + 0.1261291801929474, + 0.28698980808258057, + 0.04252198711037636, + 0.14332963526248932, + 0.081082284450531, + 0.11809555441141129, + 0.031020086258649826 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.03371838480234146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890510231256485 + ], + "opposite_logprob_tokens": [ + -2.4640510082244873 + ], + "logprob_reward": -0.0890510231256485, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890510231256485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24489690363407135, + 0.16196076571941376, + 0.25527289509773254, + 0.0704350546002388, + 0.1037013903260231, + 0.025511359795928, + 0.04506802186369896, + 0.04601823166012764, + 0.030621130019426346, + 0.016514332965016365 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0890510231256485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a gritty, unadorned documentary style, the camera slowly and deliberately tilts downward, beginning to trace paths across dirty, mossy brick walls, where rain has carved its path through layers of faded graffiti. As the camera descends, a narrow alley emerges, its cracked asphalt gleaming beneath a steady drizzle, its ground littered with damp garbage. The camera's movement pauses, revealing a man in a dark charcoal trench coat, the heavy wool fabric soaking through and clinging to his frame as he leans intently over an unseen object on the ground. His face, partially obscured by shadows and damp black hair clinging to his skin, is a roadmap of a long, violent life, streaked with pale silver scars and fresher, crudely stitched wounds, crisscrossing his gaunt features. The entire scene is starkly illuminated by the harsh, intermittent glow of a flickering street lamp, which casts long, dancing shadows and captures the shimmer of moisture on his skin and coat. This solitary light source is reflected in his deep eyes, revealing a tired, almost immortal gaze that is not one of panic, but of a deep and calm professional curiosity, creating an atmosphere of tense and mysterious quiet observation.", + "seed": 15400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_11/index_3580_seed_15400_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029913479648530483, + "vlm_logprob": -0.029913479648530483, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.029913479648530483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024103697389364243 + ], + "opposite_logprob_tokens": [ + -3.7741036415100098 + ], + "logprob_reward": -0.024103697389364243, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024103697389364243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22004438936710358, + 0.05615045875310898, + 0.0541989803314209, + 0.08031824976205826, + 0.2646166980266571, + 0.16996581852436066, + 0.06509967893362045, + 0.023879729211330414, + 0.02227133698761463, + 0.04345469921827316 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.024103697389364243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209638349711895 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209638349711895, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209638349711895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.442064106464386, + 0.09395857155323029, + 0.03341423720121384, + 0.06586544960737228, + 0.06766879558563232, + 0.07214227318763733, + 0.05083005130290985, + 0.05586937442421913, + 0.07585791498422623, + 0.042329251766204834 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.014209638349711895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629185914993286 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629185914993286, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629185914993286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0983789786696434, + 0.05047363415360451, + 0.11245734244585037, + 0.11598199605941772, + 0.18912619352340698, + 0.13174152374267578, + 0.14499400556087494, + 0.06341556459665298, + 0.01997094415128231, + 0.07345987856388092 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.007629185914993286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867362603545189 + ], + "opposite_logprob_tokens": [ + -3.048673629760742 + ], + "logprob_reward": -0.04867362603545189, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867362603545189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09511411935091019, + 0.059253890067338943, + 0.08117343485355377, + 0.09814739972352982, + 0.16258622705936432, + 0.12948161363601685, + 0.16875304281711578, + 0.0628919005393982, + 0.016690783202648163, + 0.12590758502483368 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.04867362603545189 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054951250553131104 + ], + "opposite_logprob_tokens": [ + -2.9299511909484863 + ], + "logprob_reward": -0.054951250553131104, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054951250553131104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25759443640708923, + 0.0594363808631897, + 0.06287389248609543, + 0.05610966682434082, + 0.18508237600326538, + 0.10778312385082245, + 0.0713953897356987, + 0.09936594218015671, + 0.05047407001256943, + 0.04988469183444977 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.054951250553131104 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a gritty, unadorned documentary style, the camera slowly and deliberately tilts downward, beginning to trace paths across dirty, mossy brick walls, where rain has carved its path through layers of faded graffiti. As the camera descends, a narrow alley emerges, its cracked asphalt gleaming beneath a steady drizzle, its ground littered with damp garbage. The camera's movement pauses, revealing a man in a dark charcoal trench coat, the heavy wool fabric soaking through and clinging to his frame as he leans intently over an unseen object on the ground. His face, partially obscured by shadows and damp black hair clinging to his skin, is a roadmap of a long, violent life, streaked with pale silver scars and fresher, crudely stitched wounds, crisscrossing his gaunt features. The entire scene is starkly illuminated by the harsh, intermittent glow of a flickering street lamp, which casts long, dancing shadows and captures the shimmer of moisture on his skin and coat. This solitary light source is reflected in his deep eyes, revealing a tired, almost immortal gaze that is not one of panic, but of a deep and calm professional curiosity, creating an atmosphere of tense and mysterious quiet observation.", + "seed": 15401, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_11/index_3580_seed_15401_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04515527626499534, + "vlm_logprob": -0.04515527626499534, + "vlm_yes_no_margin": 3.699999952316284, + "vlm_token_credit": -0.04515527626499534, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021391503512859344 + ], + "opposite_logprob_tokens": [ + -3.8963913917541504 + ], + "logprob_reward": -0.021391503512859344, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021391503512859344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19506637752056122, + 0.1871727705001831, + 0.0677570104598999, + 0.05851909518241882, + 0.11572743952274323, + 0.11697020381689072, + 0.06842179596424103, + 0.04670388251543045, + 0.06622043997049332, + 0.07744096964597702 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.021391503512859344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204394727945328 + ], + "opposite_logprob_tokens": [ + -4.018204212188721 + ], + "logprob_reward": -0.018204394727945328, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018204394727945328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09826615452766418, + 0.07367703318595886, + 0.0369831845164299, + 0.21100926399230957, + 0.2178710550069809, + 0.12844032049179077, + 0.09921426326036453, + 0.03466668352484703, + 0.04894758388400078, + 0.05092445760965347 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.018204394727945328 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625637110322714 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.007625637110322714, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625637110322714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10093700885772705, + 0.0621391125023365, + 0.040645476430654526, + 0.022033344954252243, + 0.08810322731733322, + 0.09356168657541275, + 0.14335019886493683, + 0.06310313940048218, + 0.2614007592201233, + 0.12472603470087051 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.007625637110322714 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818847469985485 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.01818847469985485, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818847469985485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14332745969295502, + 0.059045951813459396, + 0.05318829417228699, + 0.02554018422961235, + 0.057331983000040054, + 0.04390774294734001, + 0.11648214608430862, + 0.07131984084844589, + 0.09974030405282974, + 0.3301161229610443 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.01818847469985485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start by tilting downward across dirty, mossy brick walls with faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene reveal a narrow alley with cracked asphalt, damp garbage, and a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark charcoal trench coat visible, leaning over an unseen object on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's face show pale silver scars and crudely stitched wounds under damp black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single flickering street lamp casting long, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036637127399445 + ], + "opposite_logprob_tokens": [ + -1.910366415977478 + ], + "logprob_reward": -0.16036637127399445, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036637127399445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1405125856399536, + 0.09478768706321716, + 0.07485250383615494, + 0.03858309984207153, + 0.1031588613986969, + 0.1009475439786911, + 0.10823715478181839, + 0.07631073147058487, + 0.10987154394388199, + 0.15273836255073547 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.16036637127399445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_12/index_tensor([2895, 2895])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_12/index_tensor([2895, 2895])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a56e96d068d7169f2d849cd3ab8db4b91c4c9974 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_12/index_tensor([2895, 2895])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, extreme wide-angle shot captures the impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology.", + "seed": 32868, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_12/index_2895_seed_32868_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.36060750111937523, + "vlm_logprob": -0.36060750111937523, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.36060750111937523, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16173022985458374 + ], + "opposite_logprob_tokens": [ + -1.9117302894592285 + ], + "logprob_reward": -0.16173022985458374, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16173022985458374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019336126744747162, + 0.011610264889895916, + 0.08464157581329346, + 0.03223453834652901, + 0.026847049593925476, + 0.03396722674369812, + 0.036417361348867416, + 0.24060986936092377, + 0.09341737627983093, + 0.42091867327690125 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.16173022985458374 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006768987979739904 + ], + "opposite_logprob_tokens": [ + -5.006769180297852 + ], + "logprob_reward": -0.006768987979739904, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006768987979739904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030997972935438156, + 0.0223898533731699, + 0.41182953119277954, + 0.05836237967014313, + 0.019543036818504333, + 0.10598083585500717, + 0.031188592314720154, + 0.07330015301704407, + 0.04688439890742302, + 0.19952324032783508 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.006768987979739904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005280017852783 + ], + "opposite_logprob_tokens": [ + -0.22552794218063354 + ], + "logprob_reward": -1.6005280017852783, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005280017852783, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.024777080863714218, + 0.014532852917909622, + 0.35616880655288696, + 0.034790243953466415, + 0.02619817480444908, + 0.19574867188930511, + 0.04478723183274269, + 0.14814256131649017, + 0.06135246157646179, + 0.09350191056728363 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -1.6005280017852783 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370925828814507 + ], + "opposite_logprob_tokens": [ + -3.6513710021972656 + ], + "logprob_reward": -0.026370925828814507, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370925828814507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019315557554364204, + 0.004185708239674568, + 0.1388855278491974, + 0.0167100727558136, + 0.010787544772028923, + 0.06068633869290352, + 0.019182860851287842, + 0.11181162297725677, + 0.02419114299118519, + 0.594243586063385 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.026370925828814507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639360148459673 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639360148459673, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639360148459673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017592089250683784, + 0.021977469325065613, + 0.3527661859989166, + 0.02119114249944687, + 0.011701725423336029, + 0.0914846807718277, + 0.01226822193711996, + 0.21066831052303314, + 0.024794084951281548, + 0.23555615544319153 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.007639360148459673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme wide-angle shot captures the impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology.", + "seed": 32869, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_12/index_2895_seed_32869_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20802524350583554, + "vlm_logprob": -0.20802524350583554, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.20802524350583554, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43137016892433167 + ], + "opposite_logprob_tokens": [ + -1.0563701391220093 + ], + "logprob_reward": -0.43137016892433167, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43137016892433167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09434325248003006, + 0.03492789715528488, + 0.045898377895355225, + 0.08468319475650787, + 0.06711220741271973, + 0.09785432368516922, + 0.02507779374718666, + 0.16370315849781036, + 0.2181023359298706, + 0.16829745471477509 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.43137016892433167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008685549721121788 + ], + "opposite_logprob_tokens": [ + -4.75868558883667 + ], + "logprob_reward": -0.008685549721121788, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008685549721121788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07925336807966232, + 0.22478404641151428, + 0.05292213708162308, + 0.20080235600471497, + 0.21856090426445007, + 0.03259596228599548, + 0.06397046148777008, + 0.03054042160511017, + 0.05225791037082672, + 0.04431253671646118 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.008685549721121788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232901573181152 + ], + "opposite_logprob_tokens": [ + -0.8982901573181152 + ], + "logprob_reward": -0.5232901573181152, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232901573181152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18193916976451874, + 0.16580724716186523, + 0.10715875774621964, + 0.12820956110954285, + 0.040705449879169464, + 0.10552971810102463, + 0.06180461123585701, + 0.04402351379394531, + 0.07851618528366089, + 0.08630585670471191 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.5232901573181152 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710431307554245 + ], + "opposite_logprob_tokens": [ + -3.408710479736328 + ], + "logprob_reward": -0.033710431307554245, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710431307554245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07637809216976166, + 0.0493939146399498, + 0.03784296661615372, + 0.196539968252182, + 0.08433356136083603, + 0.2254730612039566, + 0.049643587321043015, + 0.08066126704216003, + 0.10775364935398102, + 0.0919799730181694 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.033710431307554245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306991025805473 + ], + "opposite_logprob_tokens": [ + -3.168069839477539 + ], + "logprob_reward": -0.04306991025805473, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306991025805473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06593726575374603, + 0.05251467600464821, + 0.039633508771657944, + 0.09303085505962372, + 0.2702595591545105, + 0.154608353972435, + 0.15662427246570587, + 0.034437891095876694, + 0.07863473147153854, + 0.054318927228450775 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.04306991025805473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme wide-angle shot captures the impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology.", + "seed": 32870, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_12/index_2895_seed_32870_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01609213147312403, + "vlm_logprob": -0.01609213147312403, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.01609213147312403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009377952665090561 + ], + "opposite_logprob_tokens": [ + -4.759377956390381 + ], + "logprob_reward": -0.009377952665090561, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009377952665090561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058696553111076355, + 0.07323984056711197, + 0.02281755954027176, + 0.052810098975896835, + 0.025678962469100952, + 0.02233513817191124, + 0.034775231033563614, + 0.06847149133682251, + 0.08115293085575104, + 0.5600221157073975 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.009377952665090561 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005971566773951054 + ], + "opposite_logprob_tokens": [ + -5.130971431732178 + ], + "logprob_reward": -0.005971566773951054, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005971566773951054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26579350233078003, + 0.17330019176006317, + 0.03791726380586624, + 0.16488097608089447, + 0.040095940232276917, + 0.08110299706459045, + 0.05933600291609764, + 0.05625557899475098, + 0.0437517948448658, + 0.0775657445192337 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005971566773951054 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634573169052601 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.02634573169052601, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634573169052601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47282058000564575, + 0.02690153941512108, + 0.017493274062871933, + 0.0913018062710762, + 0.024040311574935913, + 0.07069585472345352, + 0.05030547454953194, + 0.055332355201244354, + 0.05371841788291931, + 0.1373903602361679 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.02634573169052601 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818636804819107 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.01818636804819107, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818636804819107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019759463146328926, + 0.05594806745648384, + 0.022866355255246162, + 0.04051246866583824, + 0.009552039206027985, + 0.014780043624341488, + 0.012268893420696259, + 0.037057437002658844, + 0.044235169887542725, + 0.7430200576782227 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.01818636804819107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579038187861443 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579038187861443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579038187861443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1402883678674698, + 0.20456281304359436, + 0.027110369876027107, + 0.04251507669687271, + 0.03992101550102234, + 0.04759163409471512, + 0.056471120566129684, + 0.1454899162054062, + 0.0786602720618248, + 0.21738940477371216 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.020579038187861443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme wide-angle shot captures the impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology.", + "seed": 32871, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_12/index_2895_seed_32871_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11449679024517537, + "vlm_logprob": -0.11449679024517537, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.11449679024517537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04500505328178406 + ], + "opposite_logprob_tokens": [ + -3.1700050830841064 + ], + "logprob_reward": -0.04500505328178406, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04500505328178406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05113935098052025, + 0.034603364765644073, + 0.09047772735357285, + 0.061599742621183395, + 0.04702349007129669, + 0.03910476714372635, + 0.30661383271217346, + 0.19710786640644073, + 0.11059340834617615, + 0.06173645332455635 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.04500505328178406 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06215460225939751 + ], + "opposite_logprob_tokens": [ + -2.812154531478882 + ], + "logprob_reward": -0.06215460225939751, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06215460225939751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20899046957492828, + 0.07505862414836884, + 0.0725509524345398, + 0.06701166927814484, + 0.10970194637775421, + 0.03179560601711273, + 0.05304989218711853, + 0.16612602770328522, + 0.07902713119983673, + 0.13668771088123322 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.06215460225939751 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870471715927124 + ], + "opposite_logprob_tokens": [ + -1.1370471715927124 + ], + "logprob_reward": -0.3870471715927124, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870471715927124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3664494752883911, + 0.03054690733551979, + 0.15406076610088348, + 0.04915841296315193, + 0.033842939883470535, + 0.02361089363694191, + 0.08960217237472534, + 0.09786256402730942, + 0.11501863598823547, + 0.03984722122550011 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.3870471715927124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302515968680382 + ], + "opposite_logprob_tokens": [ + -3.7733025550842285 + ], + "logprob_reward": -0.023302515968680382, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302515968680382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08338775485754013, + 0.04983726516366005, + 0.0926188975572586, + 0.09624247997999191, + 0.137676402926445, + 0.04603123292326927, + 0.16198599338531494, + 0.04474707320332527, + 0.15810014307498932, + 0.1293727457523346 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.023302515968680382 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Forbidden City shown rising or ascending into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings depicted with vermilion walls and imperial yellow glazed tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive intricately carved bronze engines visible beneath the foundations emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle extreme wide-angle shot and then rise upward while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a thick blanket of clouds during golden hour with anamorphic lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497460812330246 + ], + "opposite_logprob_tokens": [ + -2.9299745559692383 + ], + "logprob_reward": -0.05497460812330246, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497460812330246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039937734603881836, + 0.017650149762630463, + 0.05279500037431717, + 0.04367139935493469, + 0.1018240749835968, + 0.04847702756524086, + 0.046985406428575516, + 0.2065708041191101, + 0.15036723017692566, + 0.2917211651802063 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.05497460812330246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_13/index_tensor([7507, 7507])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_13/index_tensor([7507, 7507])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..05cbb9a046362f3005f60d2588635430174f8f9e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_13/index_tensor([7507, 7507])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion close-up, shot from a slightly upward angle, follows a pair of classic red and white running shoes as they tumble gracefully through the air. The image captures the delicate brushstrokes and soft textures of a colored pencil drawing, rendered in a desaturated color palette that renders the red of the shoe subdued rather than vibrant, while the white appears a warm off-white. The shoe itself is imbued with a storytelling narrative: the canvas and suede upper bears subtle signs of wear, the edge of the white rubber sole stained with dried dirt, and one of the laces flutters loosely as it tumbles. As the camera steadily descends, the shoe finally lands gently on a patch of cracked, worn asphalt, stirring up a tiny, almost invisible cloud of dust. One sole lands, while the other tumbles sideways, its posture casual and forlorn. The setting afternoon sun casts long, blurred shadows, bathing the scene in a faded, warm yellow light, precisely creating a profound sense of nostalgia and a lingering, subtle melancholy.", + "seed": 24419, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_13/index_7507_seed_24419_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013087095692753792, + "vlm_logprob": -0.013087095692753792, + "vlm_yes_no_margin": 4.499999952316284, + "vlm_token_credit": -0.013087095692753792, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004533370956778526 + ], + "opposite_logprob_tokens": [ + -5.629533290863037 + ], + "logprob_reward": -0.004533370956778526, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004533370956778526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2153046876192093, + 0.04927752539515495, + 0.048379722982645035, + 0.07182259857654572, + 0.212447851896286, + 0.046451978385448456, + 0.05681018531322479, + 0.07479842752218246, + 0.10279114544391632, + 0.12191595882177353 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.004533370956778526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083818972110748 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083818972110748, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083818972110748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11616376787424088, + 0.04295164346694946, + 0.0538986437022686, + 0.045519083738327026, + 0.2525835931301117, + 0.03834868222475052, + 0.08646072447299957, + 0.20915138721466064, + 0.09941044449806213, + 0.055512066930532455 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.011083818972110748 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075684800744057 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075684800744057, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075684800744057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20111693441867828, + 0.04582624137401581, + 0.08746327459812164, + 0.05240664631128311, + 0.25127771496772766, + 0.0391581729054451, + 0.10237166285514832, + 0.07529701292514801, + 0.09958411753177643, + 0.04549822583794594 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.011075684800744057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02056829258799553 + ], + "opposite_logprob_tokens": [ + -3.895568370819092 + ], + "logprob_reward": -0.02056829258799553, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02056829258799553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15849198400974274, + 0.057405415922403336, + 0.07167258858680725, + 0.04496918246150017, + 0.23476028442382812, + 0.08964285999536514, + 0.036616504192352295, + 0.12974321842193604, + 0.10631638020277023, + 0.07038159668445587 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.02056829258799553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181743111461401 + ], + "opposite_logprob_tokens": [ + -4.018174171447754 + ], + "logprob_reward": -0.0181743111461401, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181743111461401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6300058960914612, + 0.022968577221035957, + 0.019446879625320435, + 0.01657436043024063, + 0.13876557350158691, + 0.021460190415382385, + 0.025667184963822365, + 0.06309880316257477, + 0.03558821231126785, + 0.02642432413995266 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.0181743111461401 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up, shot from a slightly upward angle, follows a pair of classic red and white running shoes as they tumble gracefully through the air. The image captures the delicate brushstrokes and soft textures of a colored pencil drawing, rendered in a desaturated color palette that renders the red of the shoe subdued rather than vibrant, while the white appears a warm off-white. The shoe itself is imbued with a storytelling narrative: the canvas and suede upper bears subtle signs of wear, the edge of the white rubber sole stained with dried dirt, and one of the laces flutters loosely as it tumbles. As the camera steadily descends, the shoe finally lands gently on a patch of cracked, worn asphalt, stirring up a tiny, almost invisible cloud of dust. One sole lands, while the other tumbles sideways, its posture casual and forlorn. The setting afternoon sun casts long, blurred shadows, bathing the scene in a faded, warm yellow light, precisely creating a profound sense of nostalgia and a lingering, subtle melancholy.", + "seed": 24420, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_13/index_7507_seed_24420_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.008445486938580871, + "vlm_logprob": -0.008445486938580871, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.008445486938580871, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003447662340477109 + ], + "opposite_logprob_tokens": [ + -6.503447532653809 + ], + "logprob_reward": -0.003447662340477109, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.003447662340477109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10904381424188614, + 0.18063732981681824, + 0.07216478139162064, + 0.06980074197053909, + 0.09725726395845413, + 0.22799167037010193, + 0.06329098343849182, + 0.062123704701662064, + 0.031320273876190186, + 0.08636946976184845 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.003447662340477109 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085351929068565 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.011085351929068565, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085351929068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11423826962709427, + 0.13279250264167786, + 0.11032714694738388, + 0.09971717745065689, + 0.1585489958524704, + 0.21254251897335052, + 0.030852559953927994, + 0.04417860507965088, + 0.03973255306482315, + 0.05706969276070595 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.011085351929068565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097756464034319 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097756464034319, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097756464034319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07361794263124466, + 0.1115163192152977, + 0.08281730115413666, + 0.07892236858606339, + 0.12687243521213531, + 0.18195226788520813, + 0.07090070843696594, + 0.15289857983589172, + 0.043327659368515015, + 0.07717443257570267 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.004097756464034319 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068020947277546 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011068020947277546, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068020947277546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11832618713378906, + 0.25320786237716675, + 0.11256718635559082, + 0.11383087188005447, + 0.06530685722827911, + 0.16079795360565186, + 0.025548966601490974, + 0.043023496866226196, + 0.017579669132828712, + 0.08981096744537354 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.011068020947277546 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528643012046814 + ], + "opposite_logprob_tokens": [ + -4.387528419494629 + ], + "logprob_reward": -0.012528643012046814, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528643012046814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06367325037717819, + 0.039190299808979034, + 0.0982280895113945, + 0.04624933749437332, + 0.1413918435573578, + 0.3857414424419403, + 0.03772479295730591, + 0.035489022731781006, + 0.08073962479829788, + 0.07157232612371445 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.012528643012046814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up, shot from a slightly upward angle, follows a pair of classic red and white running shoes as they tumble gracefully through the air. The image captures the delicate brushstrokes and soft textures of a colored pencil drawing, rendered in a desaturated color palette that renders the red of the shoe subdued rather than vibrant, while the white appears a warm off-white. The shoe itself is imbued with a storytelling narrative: the canvas and suede upper bears subtle signs of wear, the edge of the white rubber sole stained with dried dirt, and one of the laces flutters loosely as it tumbles. As the camera steadily descends, the shoe finally lands gently on a patch of cracked, worn asphalt, stirring up a tiny, almost invisible cloud of dust. One sole lands, while the other tumbles sideways, its posture casual and forlorn. The setting afternoon sun casts long, blurred shadows, bathing the scene in a faded, warm yellow light, precisely creating a profound sense of nostalgia and a lingering, subtle melancholy.", + "seed": 24421, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_13/index_7507_seed_24421_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.006341012846678496, + "vlm_logprob": -0.006341012846678496, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.006341012846678496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005125952418893576 + ], + "opposite_logprob_tokens": [ + -5.630125999450684 + ], + "logprob_reward": -0.005125952418893576, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.005125952418893576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30603379011154175, + 0.044555384665727615, + 0.04340726509690285, + 0.04821259155869484, + 0.11299610882997513, + 0.10782787203788757, + 0.22955073416233063, + 0.04570372402667999, + 0.026405513286590576, + 0.03530695289373398 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.005125952418893576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961257498711348 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961257498711348, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961257498711348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4724664092063904, + 0.03529202565550804, + 0.15713375806808472, + 0.05232416093349457, + 0.029754819348454475, + 0.033783093094825745, + 0.06586615741252899, + 0.09526991099119186, + 0.009248525835573673, + 0.04886117950081825 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.005961257498711348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255573429167271 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255573429167271, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255573429167271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37360841035842896, + 0.05294637754559517, + 0.08031923323869705, + 0.09965971112251282, + 0.04071176424622536, + 0.03941695764660835, + 0.07930973917245865, + 0.16613072156906128, + 0.022876353934407234, + 0.04502077400684357 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.005255573429167271 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632485754787922 + ], + "opposite_logprob_tokens": [ + -4.758632659912109 + ], + "logprob_reward": -0.008632485754787922, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632485754787922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42222192883491516, + 0.0554393045604229, + 0.03752810135483742, + 0.0490746907889843, + 0.06880512088537216, + 0.07370376586914062, + 0.15841516852378845, + 0.07805077731609344, + 0.029527608305215836, + 0.027233585715293884 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.008632485754787922 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729795131832361 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729795131832361, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729795131832361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40020808577537537, + 0.07298503816127777, + 0.06369300931692123, + 0.04246959090232849, + 0.02614862099289894, + 0.03927832841873169, + 0.05474630743265152, + 0.2177489697933197, + 0.025635674595832825, + 0.05708634853363037 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.006729795131832361 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up, shot from a slightly upward angle, follows a pair of classic red and white running shoes as they tumble gracefully through the air. The image captures the delicate brushstrokes and soft textures of a colored pencil drawing, rendered in a desaturated color palette that renders the red of the shoe subdued rather than vibrant, while the white appears a warm off-white. The shoe itself is imbued with a storytelling narrative: the canvas and suede upper bears subtle signs of wear, the edge of the white rubber sole stained with dried dirt, and one of the laces flutters loosely as it tumbles. As the camera steadily descends, the shoe finally lands gently on a patch of cracked, worn asphalt, stirring up a tiny, almost invisible cloud of dust. One sole lands, while the other tumbles sideways, its posture casual and forlorn. The setting afternoon sun casts long, blurred shadows, bathing the scene in a faded, warm yellow light, precisely creating a profound sense of nostalgia and a lingering, subtle melancholy.", + "seed": 24422, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_13/index_7507_seed_24422_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.012148583866655826, + "vlm_logprob": -0.012148583866655826, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.012148583866655826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008668058551847935 + ], + "opposite_logprob_tokens": [ + -4.883667945861816 + ], + "logprob_reward": -0.008668058551847935, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008668058551847935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18242788314819336, + 0.15640202164649963, + 0.054754339158535004, + 0.07511279731988907, + 0.08351093530654907, + 0.049373310059309006, + 0.12910841405391693, + 0.07775239646434784, + 0.044794607907533646, + 0.14676335453987122 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.008668058551847935 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602509379386902 + ], + "opposite_logprob_tokens": [ + -3.8956024646759033 + ], + "logprob_reward": -0.020602509379386902, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602509379386902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3307909369468689, + 0.08484267443418503, + 0.06582751870155334, + 0.06310128420591354, + 0.03713790327310562, + 0.03578735142946243, + 0.042961977422237396, + 0.10870654135942459, + 0.03909711912274361, + 0.19174666702747345 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.020602509379386902 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647258393466473 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647258393466473, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647258393466473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10943539440631866, + 0.03697916865348816, + 0.05631175637245178, + 0.05417364835739136, + 0.025439690798521042, + 0.020327838137745857, + 0.038871701806783676, + 0.02338017337024212, + 0.027957972139120102, + 0.6071227192878723 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.008647258393466473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190834015607834 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190834015607834, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190834015607834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10450366884469986, + 0.0664491131901741, + 0.022323627024888992, + 0.03490891680121422, + 0.03175578638911247, + 0.17223869264125824, + 0.06960804760456085, + 0.19580188393592834, + 0.11787057667970657, + 0.18453964591026306 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.014190834015607834 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of classic red and white running shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a colored pencil drawing style with visible brushstrokes and soft textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the shoes show specific details like worn canvas/suede, a dirt-stained sole, and a loosely fluttering lace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly upward angle and steadily descend as the shoes tumble and land on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by afternoon sun casting long, blurred shadows in a faded, warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863425899296999 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.00863425899296999, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863425899296999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2087937742471695, + 0.02292531169950962, + 0.024799836799502373, + 0.07253776490688324, + 0.04065027832984924, + 0.11865749210119247, + 0.018126729875802994, + 0.034704744815826416, + 0.019517341628670692, + 0.43928664922714233 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.00863425899296999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_14/index_tensor([4593, 4593])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_14/index_tensor([4593, 4593])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7203fbbe59d4b476c5a21348ef5a7ae5f8d575f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_14/index_tensor([4593, 4593])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle close-up shot from ground level, the stillness of the camera creates a tense and subjective sense of immersion. The focal point is a rider, wearing a helmet, lying sideways on the rough asphalt. The helmet, a full-face, matte black, is marred by deep scratches and wear, with a striking spiderweb-like crack running down one side of the visor. Behind the shattered visor, the rider's eyelids flutter faintly before slowly and laboriously opening, as if bearing an immense weight. His dazed eyes, pupils shrinking rapidly as they first catch the light, their gaze vacant and struggling to focus. The first thing they see is the gravelly ground just beyond their reach. He wears a black leather riding jacket, the leather worn at the shoulders and arms revealing the protective padding. Nearby, his wrecked motorcycle lies on its side, its front wheel twisted at an unnatural angle, its shattered rearview mirror and other pieces of the motorcycle scattered across the ground. The entire scene is bathed in the golden glow of the late afternoon sun. The warm light contrasts sharply with the cold accident scene, casting long, dramatic shadows on the ground. The air is filled with a silence, an unsettling tranquility mixed with the smell of gasoline and pain, perfectly capturing the dizziness and confusion of the moment of waking up from a coma.", + "seed": 29729, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_14/index_4593_seed_29729_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.32357871904969215, + "vlm_logprob": -0.32357871904969215, + "vlm_yes_no_margin": 1.2500000238418578, + "vlm_token_credit": -0.32357871904969215, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3511655330657959 + ], + "opposite_logprob_tokens": [ + -1.226165533065796 + ], + "logprob_reward": -0.3511655330657959, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3511655330657959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11230200529098511, + 0.030606402084231377, + 0.03605383262038231, + 0.6557121872901917, + 0.019335925579071045, + 0.02008904702961445, + 0.04423818364739418, + 0.03085632249712944, + 0.018967507407069206, + 0.03183864429593086 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.3511655330657959 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328648328781128 + ], + "opposite_logprob_tokens": [ + -0.7578648328781128 + ], + "logprob_reward": -0.6328648328781128, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328648328781128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20610973238945007, + 0.04798109084367752, + 0.052840132266283035, + 0.2768186032772064, + 0.028750676661729813, + 0.02163190208375454, + 0.06675353646278381, + 0.13369444012641907, + 0.05240855738520622, + 0.11301133781671524 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.6328648328781128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289824068546295 + ], + "opposite_logprob_tokens": [ + -1.0539823770523071 + ], + "logprob_reward": -0.4289824068546295, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289824068546295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23394139111042023, + 0.048046715557575226, + 0.062179796397686005, + 0.2641601860523224, + 0.03517076373100281, + 0.032497186213731766, + 0.04714583978056908, + 0.06416892260313034, + 0.05664600059390068, + 0.15604323148727417 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.4289824068546295 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206889823079109 + ], + "opposite_logprob_tokens": [ + -2.8120689392089844 + ], + "logprob_reward": -0.06206889823079109, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206889823079109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10923659801483154, + 0.0552784726023674, + 0.031631261110305786, + 0.3018324673175812, + 0.11039379239082336, + 0.020720522850751877, + 0.034882109612226486, + 0.19041454792022705, + 0.029885495081543922, + 0.11572476476430893 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.06206889823079109 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281192421913147 + ], + "opposite_logprob_tokens": [ + -2.0178120136260986 + ], + "logprob_reward": -0.14281192421913147, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14281192421913147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1518649458885193, + 0.023377951234579086, + 0.0453905388712883, + 0.45198342204093933, + 0.04361674562096596, + 0.013798386789858341, + 0.03965608403086662, + 0.09161099791526794, + 0.020863940939307213, + 0.11783700436353683 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.14281192421913147 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up shot from ground level, the stillness of the camera creates a tense and subjective sense of immersion. The focal point is a rider, wearing a helmet, lying sideways on the rough asphalt. The helmet, a full-face, matte black, is marred by deep scratches and wear, with a striking spiderweb-like crack running down one side of the visor. Behind the shattered visor, the rider's eyelids flutter faintly before slowly and laboriously opening, as if bearing an immense weight. His dazed eyes, pupils shrinking rapidly as they first catch the light, their gaze vacant and struggling to focus. The first thing they see is the gravelly ground just beyond their reach. He wears a black leather riding jacket, the leather worn at the shoulders and arms revealing the protective padding. Nearby, his wrecked motorcycle lies on its side, its front wheel twisted at an unnatural angle, its shattered rearview mirror and other pieces of the motorcycle scattered across the ground. The entire scene is bathed in the golden glow of the late afternoon sun. The warm light contrasts sharply with the cold accident scene, casting long, dramatic shadows on the ground. The air is filled with a silence, an unsettling tranquility mixed with the smell of gasoline and pain, perfectly capturing the dizziness and confusion of the moment of waking up from a coma.", + "seed": 29730, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_14/index_4593_seed_29730_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11367862895131112, + "vlm_logprob": -0.11367862895131112, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.11367862895131112, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.254866361618042 + ], + "opposite_logprob_tokens": [ + -1.504866361618042 + ], + "logprob_reward": -0.254866361618042, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.254866361618042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08656442910432816, + 0.07393277436494827, + 0.040615227073431015, + 0.3170706331729889, + 0.19569796323776245, + 0.05628134310245514, + 0.02370593510568142, + 0.10722602903842926, + 0.04892344772815704, + 0.049982260912656784 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.254866361618042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007049769163132 + ], + "opposite_logprob_tokens": [ + -2.695070505142212 + ], + "logprob_reward": -0.07007049769163132, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007049769163132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09467586129903793, + 0.055029019713401794, + 0.11161404103040695, + 0.1634349375963211, + 0.15351469814777374, + 0.035037461668252945, + 0.023340974003076553, + 0.038044948130846024, + 0.12527650594711304, + 0.20003147423267365 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.07007049769163132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033523291349411 + ], + "opposite_logprob_tokens": [ + -2.350335121154785 + ], + "logprob_reward": -0.10033523291349411, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033523291349411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11648637801408768, + 0.05139690637588501, + 0.11104961484670639, + 0.1072605550289154, + 0.16253505647182465, + 0.07962793856859207, + 0.04623900353908539, + 0.08109458535909653, + 0.15966157615184784, + 0.08464840799570084 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.10033523291349411 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075406223535538 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.016075406223535538, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075406223535538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14511200785636902, + 0.055408917367458344, + 0.1826425939798355, + 0.24177949130535126, + 0.08448852598667145, + 0.02411256544291973, + 0.05046496540307999, + 0.07749729603528976, + 0.04231000691652298, + 0.09618362039327621 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.016075406223535538 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270456463098526 + ], + "opposite_logprob_tokens": [ + -2.1270456314086914 + ], + "logprob_reward": -0.1270456463098526, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270456463098526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24845635890960693, + 0.05584503710269928, + 0.03758043050765991, + 0.1585453599691391, + 0.2474501132965088, + 0.04883506894111633, + 0.08604685217142105, + 0.016298428177833557, + 0.03035508096218109, + 0.07058727741241455 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.1270456463098526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up shot from ground level, the stillness of the camera creates a tense and subjective sense of immersion. The focal point is a rider, wearing a helmet, lying sideways on the rough asphalt. The helmet, a full-face, matte black, is marred by deep scratches and wear, with a striking spiderweb-like crack running down one side of the visor. Behind the shattered visor, the rider's eyelids flutter faintly before slowly and laboriously opening, as if bearing an immense weight. His dazed eyes, pupils shrinking rapidly as they first catch the light, their gaze vacant and struggling to focus. The first thing they see is the gravelly ground just beyond their reach. He wears a black leather riding jacket, the leather worn at the shoulders and arms revealing the protective padding. Nearby, his wrecked motorcycle lies on its side, its front wheel twisted at an unnatural angle, its shattered rearview mirror and other pieces of the motorcycle scattered across the ground. The entire scene is bathed in the golden glow of the late afternoon sun. The warm light contrasts sharply with the cold accident scene, casting long, dramatic shadows on the ground. The air is filled with a silence, an unsettling tranquility mixed with the smell of gasoline and pain, perfectly capturing the dizziness and confusion of the moment of waking up from a coma.", + "seed": 29731, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_14/index_4593_seed_29731_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17229711841791867, + "vlm_logprob": -0.17229711841791867, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.17229711841791867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11526715010404587 + ], + "opposite_logprob_tokens": [ + -2.240267038345337 + ], + "logprob_reward": -0.11526715010404587, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11526715010404587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11231259256601334, + 0.1562166064977646, + 0.10677603632211685, + 0.1034155786037445, + 0.032358307391405106, + 0.014361082576215267, + 0.04440734535455704, + 0.11656980216503143, + 0.2175629436969757, + 0.09601970762014389 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.11526715010404587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016243189573288 + ], + "opposite_logprob_tokens": [ + -1.7016242742538452 + ], + "logprob_reward": -0.2016243189573288, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016243189573288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16132119297981262, + 0.06594622880220413, + 0.07770136743783951, + 0.09482071548700333, + 0.03749723732471466, + 0.04331646487116814, + 0.12923561036586761, + 0.17799538373947144, + 0.0901360958814621, + 0.12202976644039154 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.2016243189573288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25216612219810486 + ], + "opposite_logprob_tokens": [ + -1.5021661520004272 + ], + "logprob_reward": -0.25216612219810486, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25216612219810486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30468055605888367, + 0.07688264548778534, + 0.0611778199672699, + 0.05651723966002464, + 0.014318031258881092, + 0.04915918409824371, + 0.17778562009334564, + 0.07922521233558655, + 0.10804465413093567, + 0.07220899313688278 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.25216612219810486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080636642873287 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080636642873287, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080636642873287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42109498381614685, + 0.06312567740678787, + 0.07018176466226578, + 0.1131245419383049, + 0.02269231155514717, + 0.02904967963695526, + 0.04556956887245178, + 0.08576016873121262, + 0.06781171262264252, + 0.08158959448337555 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.011080636642873287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813473641872406 + ], + "opposite_logprob_tokens": [ + -1.406347393989563 + ], + "logprob_reward": -0.2813473641872406, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813473641872406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37385156750679016, + 0.019004102796316147, + 0.054673220962285995, + 0.11221639066934586, + 0.012204239144921303, + 0.04620985686779022, + 0.05595314875245094, + 0.10654183477163315, + 0.17670439183712006, + 0.04264117777347565 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.2813473641872406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up shot from ground level, the stillness of the camera creates a tense and subjective sense of immersion. The focal point is a rider, wearing a helmet, lying sideways on the rough asphalt. The helmet, a full-face, matte black, is marred by deep scratches and wear, with a striking spiderweb-like crack running down one side of the visor. Behind the shattered visor, the rider's eyelids flutter faintly before slowly and laboriously opening, as if bearing an immense weight. His dazed eyes, pupils shrinking rapidly as they first catch the light, their gaze vacant and struggling to focus. The first thing they see is the gravelly ground just beyond their reach. He wears a black leather riding jacket, the leather worn at the shoulders and arms revealing the protective padding. Nearby, his wrecked motorcycle lies on its side, its front wheel twisted at an unnatural angle, its shattered rearview mirror and other pieces of the motorcycle scattered across the ground. The entire scene is bathed in the golden glow of the late afternoon sun. The warm light contrasts sharply with the cold accident scene, casting long, dramatic shadows on the ground. The air is filled with a silence, an unsettling tranquility mixed with the smell of gasoline and pain, perfectly capturing the dizziness and confusion of the moment of waking up from a coma.", + "seed": 29732, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_14/index_4593_seed_29732_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08892005980014801, + "vlm_logprob": -0.08892005980014801, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.08892005980014801, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13005025684833527 + ], + "opposite_logprob_tokens": [ + -2.1300501823425293 + ], + "logprob_reward": -0.13005025684833527, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.13005025684833527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19892454147338867, + 0.06516662985086441, + 0.05471889302134514, + 0.09704859554767609, + 0.04174576699733734, + 0.1898692101240158, + 0.04961580038070679, + 0.18126177787780762, + 0.05723181739449501, + 0.06441698968410492 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.13005025684833527 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209500506520271 + ], + "opposite_logprob_tokens": [ + -2.8120949268341064 + ], + "logprob_reward": -0.06209500506520271, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209500506520271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2125469446182251, + 0.11062941700220108, + 0.1643938273191452, + 0.035182975232601166, + 0.021273594349622726, + 0.0764356181025505, + 0.05989311635494232, + 0.12096216529607773, + 0.14239531755447388, + 0.056287068873643875 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.06209500506520271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905287832021713 + ], + "opposite_logprob_tokens": [ + -2.46405291557312 + ], + "logprob_reward": -0.08905287832021713, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905287832021713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08313532918691635, + 0.10248412191867828, + 0.12214642018079758, + 0.051143448799848557, + 0.021227624267339706, + 0.09255030751228333, + 0.02597174048423767, + 0.21744996309280396, + 0.24038191139698029, + 0.04350912943482399 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.08905287832021713 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590949803590775 + ], + "opposite_logprob_tokens": [ + -3.8955910205841064 + ], + "logprob_reward": -0.020590949803590775, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590949803590775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09721934050321579, + 0.12220513820648193, + 0.07581048458814621, + 0.06323327869176865, + 0.05087267607450485, + 0.20740878582000732, + 0.11371719837188721, + 0.08957090228796005, + 0.09512918442487717, + 0.08483297377824783 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.020590949803590775 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close-up from ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a rider wearing a matte black full-face helmet lying sideways on rough asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider's eyelid flutter and slowly open to reveal dazed eyes with shrinking pupils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a wrecked motorcycle lying on its side with a twisted front wheel and scattered debris nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of late afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281120896339417 + ], + "opposite_logprob_tokens": [ + -2.0178112983703613 + ], + "logprob_reward": -0.14281120896339417, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14281120896339417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20852702856063843, + 0.08739862591028214, + 0.07329418510198593, + 0.040711116045713425, + 0.08500654250383377, + 0.05380919203162193, + 0.043333154171705246, + 0.1592913568019867, + 0.04761701822280884, + 0.20101183652877808 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.14281120896339417 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_15/index_tensor([3123, 3123])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_15/index_tensor([3123, 3123])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..631d99f445fa50f246505ff391b444adedd7cd01 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_15/index_tensor([3123, 3123])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.", + "seed": 441, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_15/index_3123_seed_441_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07547340136952699, + "vlm_logprob": -0.07547340136952699, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.07547340136952699, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01739882305264473 + ], + "opposite_logprob_tokens": [ + -4.142398834228516 + ], + "logprob_reward": -0.01739882305264473, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01739882305264473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16330984234809875, + 0.07529758661985397, + 0.25193265080451965, + 0.04733484983444214, + 0.034790053963661194, + 0.06642602384090424, + 0.10921568423509598, + 0.04060615971684456, + 0.10589981079101562, + 0.10518738627433777 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.01739882305264473 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486182987689972 + ], + "opposite_logprob_tokens": [ + -1.2236182689666748 + ], + "logprob_reward": -0.3486182987689972, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486182987689972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23013314604759216, + 0.051121462136507034, + 0.1119154617190361, + 0.04306483268737793, + 0.026031576097011566, + 0.05913824960589409, + 0.34661436080932617, + 0.041512489318847656, + 0.05160543695092201, + 0.03886310011148453 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.3486182987689972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059571098536252975 + ], + "opposite_logprob_tokens": [ + -5.130957126617432 + ], + "logprob_reward": -0.0059571098536252975, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059571098536252975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22328472137451172, + 0.11110219359397888, + 0.16790860891342163, + 0.022217528894543648, + 0.03930611535906792, + 0.18458183109760284, + 0.04853004589676857, + 0.0616585873067379, + 0.0841846689581871, + 0.05722569301724434 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0059571098536252975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021991373505443335 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021991373505443335, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021991373505443335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13653482496738434, + 0.04551904648542404, + 0.3225107491016388, + 0.06274700909852982, + 0.0506613627076149, + 0.10727891325950623, + 0.07102648168802261, + 0.021577421575784683, + 0.06228276342153549, + 0.11986138671636581 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0021991373505443335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031936378218233585 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031936378218233585, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031936378218233585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18983179330825806, + 0.06259781122207642, + 0.17186574637889862, + 0.034785427153110504, + 0.04951009154319763, + 0.11161409318447113, + 0.12250424921512604, + 0.05055242031812668, + 0.09320652484893799, + 0.11353187263011932 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.0031936378218233585 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.", + "seed": 442, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_15/index_3123_seed_442_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12152225580066442, + "vlm_logprob": -0.12152225580066442, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.12152225580066442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015528365969657898 + ], + "opposite_logprob_tokens": [ + -4.265528202056885 + ], + "logprob_reward": -0.015528365969657898, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015528365969657898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3650232255458832, + 0.08180277794599533, + 0.04260380193591118, + 0.15539973974227905, + 0.03708586469292641, + 0.07400640845298767, + 0.030979327857494354, + 0.0449908971786499, + 0.08985409885644913, + 0.07825389504432678 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.015528365969657898 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761364698410034 + ], + "opposite_logprob_tokens": [ + -0.8261364698410034 + ], + "logprob_reward": -0.5761364698410034, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761364698410034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3265559673309326, + 0.10376527905464172, + 0.05907471850514412, + 0.043348267674446106, + 0.2578154504299164, + 0.031300026923418045, + 0.022018546238541603, + 0.031103158369660378, + 0.046029459685087204, + 0.07898908853530884 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.5761364698410034 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791914373636246 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.009791914373636246, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791914373636246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21030373871326447, + 0.06935648620128632, + 0.07502856105566025, + 0.043414317071437836, + 0.1290092170238495, + 0.1375935673713684, + 0.08348336815834045, + 0.08440177142620087, + 0.05644014850258827, + 0.11096873879432678 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.009791914373636246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015144795179367065 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015144795179367065, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015144795179367065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32561883330345154, + 0.049941133707761765, + 0.04330402612686157, + 0.08608193695545197, + 0.08011014759540558, + 0.16339260339736938, + 0.05293954908847809, + 0.08977460116147995, + 0.06283142417669296, + 0.046005818992853165 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0015144795179367065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640049301087856 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.004640049301087856, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640049301087856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5488246083259583, + 0.046258099377155304, + 0.06732647866010666, + 0.13245826959609985, + 0.04760459437966347, + 0.04733194410800934, + 0.02237623743712902, + 0.01837106980383396, + 0.03599930182099342, + 0.033449456095695496 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.004640049301087856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.", + "seed": 443, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_15/index_3123_seed_443_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0415669537615031, + "vlm_logprob": -0.0415669537615031, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.0415669537615031, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013709904626011848 + ], + "opposite_logprob_tokens": [ + -4.388710021972656 + ], + "logprob_reward": -0.013709904626011848, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013709904626011848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07021886110305786, + 0.020040061324834824, + 0.012604957446455956, + 0.0399959459900856, + 0.026214826852083206, + 0.6046565175056458, + 0.03836769610643387, + 0.02609267830848694, + 0.06257481127977371, + 0.0992337018251419 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.013709904626011848 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987461388111115 + ], + "opposite_logprob_tokens": [ + -1.8048746585845947 + ], + "logprob_reward": -0.17987461388111115, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987461388111115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024182338267564774, + 0.07217851281166077, + 0.041159603744745255, + 0.01923314481973648, + 0.025224411860108376, + 0.6835314035415649, + 0.06388943642377853, + 0.016568005084991455, + 0.032120902091264725, + 0.021912217140197754 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.17987461388111115 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643004111945629 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643004111945629, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643004111945629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03376912698149681, + 0.04414115846157074, + 0.026360590010881424, + 0.011909594759345055, + 0.013930699788033962, + 0.7330398559570312, + 0.07522327452898026, + 0.02100464142858982, + 0.019047176465392113, + 0.021573876962065697 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.008643004111945629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00151305110193789 + ], + "opposite_logprob_tokens": [ + -6.5015130043029785 + ], + "logprob_reward": -0.00151305110193789, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.00151305110193789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12374438345432281, + 0.0745764970779419, + 0.04183235391974449, + 0.04606837406754494, + 0.04226415604352951, + 0.19954654574394226, + 0.2767408788204193, + 0.0809774175286293, + 0.0697658434510231, + 0.04448353871703148 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.00151305110193789 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094195086508989 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094195086508989, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094195086508989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05310959741473198, + 0.04294200241565704, + 0.015623134560883045, + 0.01312396302819252, + 0.019376475363969803, + 0.5965231657028198, + 0.1313517838716507, + 0.05426471307873726, + 0.04313628003001213, + 0.030548889189958572 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.004094195086508989 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.", + "seed": 444, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_15/index_3123_seed_444_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0740951312938705, + "vlm_logprob": -0.0740951312938705, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.0740951312938705, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009820717386901379 + ], + "opposite_logprob_tokens": [ + -4.759820938110352 + ], + "logprob_reward": -0.009820717386901379, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009820717386901379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09495148807764053, + 0.2388743907213211, + 0.173868328332901, + 0.08401556313037872, + 0.10921038687229156, + 0.04502949118614197, + 0.04086599126458168, + 0.03575807809829712, + 0.045923322439193726, + 0.1315029412508011 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.009820717386901379 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486270606517792 + ], + "opposite_logprob_tokens": [ + -1.2236270904541016 + ], + "logprob_reward": -0.3486270606517792, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486270606517792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11563035100698471, + 0.13115765154361725, + 0.042999010533094406, + 0.24122075736522675, + 0.11728861927986145, + 0.13033202290534973, + 0.04220452532172203, + 0.030416283756494522, + 0.059687916189432144, + 0.08906280249357224 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.3486270606517792 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052612656727433205 + ], + "opposite_logprob_tokens": [ + -5.255261421203613 + ], + "logprob_reward": -0.0052612656727433205, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052612656727433205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10145813226699829, + 0.2419729083776474, + 0.2138344943523407, + 0.06040327996015549, + 0.08044660836458206, + 0.06241239234805107, + 0.03806265816092491, + 0.07979313284158707, + 0.07549870759248734, + 0.046117670834064484 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0052612656727433205 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015141224721446633 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015141224721446633, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015141224721446633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11622075736522675, + 0.22617678344249725, + 0.05994264408946037, + 0.04248448461294174, + 0.04614945501089096, + 0.1078416258096695, + 0.09163931757211685, + 0.12455037236213684, + 0.13576944172382355, + 0.049225110560655594 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.0015141224721446633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive stone demon composed of deeply cracked obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from an extreme Dutch angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon thrust its massive right fist into the barren rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sharp rocks and debris hurled into the air forming a chaotic curtain at the moment of impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a grainy, high-contrast black and white palette with pure black shadows and bright white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252490285784006 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252490285784006, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252490285784006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08769058436155319, + 0.08166811615228653, + 0.27154821157455444, + 0.03178418055176735, + 0.1191210001707077, + 0.05165477469563484, + 0.06570703536272049, + 0.04571440815925598, + 0.16953067481517792, + 0.07558099925518036 + ], + "top_frames": [ + 2, + 8, + 4 + ], + "selected_reward": -0.005252490285784006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_2/index_tensor([9548, 9548])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_2/index_tensor([9548, 9548])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3e60e46c11b3131fc1aba927606311b0c711b7fd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_2/index_tensor([9548, 9548])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long-exposure tracking shot, shot from a low angle, follows a dark, blurred car as it speeds along a deserted, multi-lane highway at night. The car's two blazing, bright-red LED taillights create two smooth, continuous, laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all-consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold-toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown.", + "seed": 7064, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_2/index_9548_seed_7064_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21993681117892266, + "vlm_logprob": -0.21993681117892266, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.21993681117892266, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05390189588069916 + ], + "opposite_logprob_tokens": [ + -3.1789019107818604 + ], + "logprob_reward": -0.05390189588069916, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05390189588069916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15267834067344666, + 0.07866540551185608, + 0.2591192126274109, + 0.16811813414096832, + 0.0665842816233635, + 0.053128551691770554, + 0.06404777616262436, + 0.07175173610448837, + 0.04688430204987526, + 0.039022307842969894 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.05390189588069916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033736709505319595 + ], + "opposite_logprob_tokens": [ + -3.4087367057800293 + ], + "logprob_reward": -0.033736709505319595, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033736709505319595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24855996668338776, + 0.08675672113895416, + 0.15690374374389648, + 0.08144210278987885, + 0.05190373212099075, + 0.061725929379463196, + 0.043904177844524384, + 0.08465426415205002, + 0.10083881765604019, + 0.08331052958965302 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.033736709505319595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762489438056946 + ], + "opposite_logprob_tokens": [ + -0.8262489438056946 + ], + "logprob_reward": -0.5762489438056946, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762489438056946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19680459797382355, + 0.07378385961055756, + 0.19878727197647095, + 0.07825475186109543, + 0.0869339108467102, + 0.17637185752391815, + 0.050356023013591766, + 0.06431213021278381, + 0.045128535479307175, + 0.0292670875787735 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.5762489438056946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38711413741111755 + ], + "opposite_logprob_tokens": [ + -1.13711416721344 + ], + "logprob_reward": -0.38711413741111755, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38711413741111755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42930078506469727, + 0.09480663388967514, + 0.19576124846935272, + 0.04015560448169708, + 0.044167306274175644, + 0.028599964454770088, + 0.019630376249551773, + 0.03733839839696884, + 0.04507240653038025, + 0.06516722589731216 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.38711413741111755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868236929178238 + ], + "opposite_logprob_tokens": [ + -3.048682451248169 + ], + "logprob_reward": -0.04868236929178238, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868236929178238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11335654556751251, + 0.2276676446199417, + 0.2484571933746338, + 0.04775390028953552, + 0.05183589830994606, + 0.046406541019678116, + 0.047712769359350204, + 0.044708315283060074, + 0.09945055097341537, + 0.07265067845582962 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.04868236929178238 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long-exposure tracking shot, shot from a low angle, follows a dark, blurred car as it speeds along a deserted, multi-lane highway at night. The car's two blazing, bright-red LED taillights create two smooth, continuous, laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all-consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold-toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown.", + "seed": 7065, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_2/index_9548_seed_7065_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1501820996403694, + "vlm_logprob": -0.1501820996403694, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.1501820996403694, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.052598461508750916 + ], + "opposite_logprob_tokens": [ + -3.177598476409912 + ], + "logprob_reward": -0.052598461508750916, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.052598461508750916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.185264453291893, + 0.08666124939918518, + 0.1583433747291565, + 0.1798105388879776, + 0.1402890533208847, + 0.06950613856315613, + 0.04988010972738266, + 0.021271459758281708, + 0.0369366854429245, + 0.0720369815826416 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.052598461508750916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373348340392113 + ], + "opposite_logprob_tokens": [ + -3.408733367919922 + ], + "logprob_reward": -0.03373348340392113, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373348340392113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09528928250074387, + 0.04500170424580574, + 0.12348238378763199, + 0.2254917174577713, + 0.056969303637742996, + 0.12528420984745026, + 0.12185195833444595, + 0.05873175710439682, + 0.08139913529157639, + 0.06649856269359589 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.03373348340392113 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47436946630477905 + ], + "opposite_logprob_tokens": [ + -0.974369466304779 + ], + "logprob_reward": -0.47436946630477905, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47436946630477905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09534818679094315, + 0.026394369080662727, + 0.24237410724163055, + 0.22419720888137817, + 0.06774675101041794, + 0.10756172984838486, + 0.06408033519983292, + 0.040273845195770264, + 0.018579132854938507, + 0.11344434320926666 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.47436946630477905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039317846298218 + ], + "opposite_logprob_tokens": [ + -1.910393238067627 + ], + "logprob_reward": -0.16039317846298218, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039317846298218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06750796735286713, + 0.03098025545477867, + 0.10644987225532532, + 0.15678539872169495, + 0.30038538575172424, + 0.17473533749580383, + 0.03481088951230049, + 0.01963856630027294, + 0.037374429404735565, + 0.07133185863494873 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.16039317846298218 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029815908521413803 + ], + "opposite_logprob_tokens": [ + -3.529815912246704 + ], + "logprob_reward": -0.029815908521413803, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029815908521413803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23310410976409912, + 0.07043773680925369, + 0.15227802097797394, + 0.13484962284564972, + 0.05955195426940918, + 0.13802380859851837, + 0.04772114381194115, + 0.026995031163096428, + 0.023565828800201416, + 0.11347268521785736 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.029815908521413803 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long-exposure tracking shot, shot from a low angle, follows a dark, blurred car as it speeds along a deserted, multi-lane highway at night. The car's two blazing, bright-red LED taillights create two smooth, continuous, laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all-consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold-toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown.", + "seed": 7066, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_2/index_9548_seed_7066_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08547653164714575, + "vlm_logprob": -0.08547653164714575, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.08547653164714575, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017174098640680313 + ], + "opposite_logprob_tokens": [ + -4.392174243927002 + ], + "logprob_reward": -0.017174098640680313, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.017174098640680313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26500657200813293, + 0.07228261232376099, + 0.0519479364156723, + 0.028509683907032013, + 0.030086267739534378, + 0.047299012541770935, + 0.07499156892299652, + 0.1252804547548294, + 0.07628361880779266, + 0.22831232845783234 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.017174098640680313 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801121428608894 + ], + "opposite_logprob_tokens": [ + -4.634800910949707 + ], + "logprob_reward": -0.009801121428608894, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801121428608894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3103499114513397, + 0.0771486908197403, + 0.05818811431527138, + 0.02592490054666996, + 0.06660899519920349, + 0.032844677567481995, + 0.058518216013908386, + 0.20364421606063843, + 0.056182265281677246, + 0.11058999598026276 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.009801121428608894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34869444370269775 + ], + "opposite_logprob_tokens": [ + -1.2236944437026978 + ], + "logprob_reward": -0.34869444370269775, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34869444370269775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18322448432445526, + 0.07681028544902802, + 0.12948709726333618, + 0.02226412668824196, + 0.07011938840150833, + 0.03738564997911453, + 0.06765556335449219, + 0.38159042596817017, + 0.00955619290471077, + 0.02190675213932991 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.34869444370269775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306419938802719 + ], + "opposite_logprob_tokens": [ + -3.1680641174316406 + ], + "logprob_reward": -0.04306419938802719, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306419938802719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2678903639316559, + 0.1793440729379654, + 0.06153208389878273, + 0.03763905167579651, + 0.04741119593381882, + 0.028933990746736526, + 0.1157398670911789, + 0.15192608535289764, + 0.028128208592534065, + 0.08145516365766525 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.04306419938802719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648795075714588 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648795075714588, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648795075714588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24072138965129852, + 0.05993829667568207, + 0.06887973099946976, + 0.0237430427223444, + 0.09289330244064331, + 0.04205644130706787, + 0.07636389136314392, + 0.22116798162460327, + 0.11764421314001083, + 0.056591689586639404 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.008648795075714588 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long-exposure tracking shot, shot from a low angle, follows a dark, blurred car as it speeds along a deserted, multi-lane highway at night. The car's two blazing, bright-red LED taillights create two smooth, continuous, laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all-consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold-toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown.", + "seed": 7067, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_2/index_9548_seed_7067_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13419179171323775, + "vlm_logprob": -0.13419179171323775, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.13419179171323775, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027361638844013214 + ], + "opposite_logprob_tokens": [ + -3.7773616313934326 + ], + "logprob_reward": -0.027361638844013214, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.027361638844013214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16530318558216095, + 0.1076590046286583, + 0.10717877745628357, + 0.14540502429008484, + 0.05180586874485016, + 0.10518383979797363, + 0.11610651016235352, + 0.09230069816112518, + 0.04001160338521004, + 0.06904550641775131 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.027361638844013214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020608698949217796 + ], + "opposite_logprob_tokens": [ + -3.89560866355896 + ], + "logprob_reward": -0.020608698949217796, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020608698949217796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.100293830037117, + 0.05835305154323578, + 0.048305779695510864, + 0.56476891040802, + 0.029717260971665382, + 0.045984067022800446, + 0.029890917241573334, + 0.04939625412225723, + 0.037738848477602005, + 0.03555100038647652 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.020608698949217796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762333869934082 + ], + "opposite_logprob_tokens": [ + -0.8262333869934082 + ], + "logprob_reward": -0.5762333869934082, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762333869934082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0471559576690197, + 0.05994429066777229, + 0.0677044540643692, + 0.10857938230037689, + 0.13110297918319702, + 0.47393712401390076, + 0.013933204114437103, + 0.014289326034486294, + 0.058876845985651016, + 0.024476468563079834 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.5762333869934082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810785710811615 + ], + "opposite_logprob_tokens": [ + -3.2881078720092773 + ], + "logprob_reward": -0.03810785710811615, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810785710811615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12193645536899567, + 0.14208129048347473, + 0.0795808807015419, + 0.19512242078781128, + 0.08448668569326401, + 0.12098847329616547, + 0.02100308984518051, + 0.031408026814460754, + 0.08278074860572815, + 0.12061198055744171 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.03810785710811615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a deserted, multi-lane highway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark car visible speeding along the highway with only its red taillights clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's taillights appear as two smooth, continuous, laser-sharp streaks of red light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the distant horizon outlined by a hazy, flickering neon halo of blue, purple, and magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a low angle with a long-exposure tracking effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647376671433449 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647376671433449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647376671433449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15977990627288818, + 0.059108298271894455, + 0.06559368968009949, + 0.11548231542110443, + 0.11292024701833725, + 0.1808205544948578, + 0.11410725861787796, + 0.11107315868139267, + 0.03617861121892929, + 0.04493600130081177 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.008647376671433449 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_3/index_tensor([6428, 6428])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_3/index_tensor([6428, 6428])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8b57d9fabb1dcfdd59e12f0871b4014f3113ecc9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_3/index_tensor([6428, 6428])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up, the camera slowly tilts downward, its movement perfectly synchronized with the trajectory of a drop of water gathering and finally dripping from the long spout of a tin watering can, speckled with varying shades of reddish-brown rust. The entire image is bathed in a warm, nostalgic sepia hue. A soft, diffuse light, streaming from the side and rear, precisely outlines the edge of the crystal-clear drop. At the moment it separates from the spout and begins its free fall, it resembles a tiny piece of illuminated amber, its path clearly marked against the slightly dimmed background. As the camera steadily follows the drop, gravity elongates it slightly in mid-air, its smooth surface reflecting the blurred ambient light and shadows. The background is out of focus, suggesting a corner filled with plants. Finally, the drop drips silently, imbued with tranquility, poetry, and a contemplative atmosphere of the slow passage of time.", + "seed": 27394, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_3/index_6428_seed_27394_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04854332306422293, + "vlm_logprob": -0.04854332306422293, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.04854332306422293, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019279703497886658 + ], + "opposite_logprob_tokens": [ + -4.144279479980469 + ], + "logprob_reward": -0.019279703497886658, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019279703497886658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06318449974060059, + 0.30930837988853455, + 0.03579864278435707, + 0.12063603848218918, + 0.05314153432846069, + 0.12423010170459747, + 0.03923482820391655, + 0.030151410028338432, + 0.05221601948142052, + 0.1720985472202301 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.019279703497886658 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033997148275375 + ], + "opposite_logprob_tokens": [ + -2.350339889526367 + ], + "logprob_reward": -0.10033997148275375, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033997148275375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10136877000331879, + 0.20823261141777039, + 0.04996103048324585, + 0.06415508687496185, + 0.09352409839630127, + 0.03668532520532608, + 0.03626047074794769, + 0.04619263857603073, + 0.059442970901727676, + 0.3041769862174988 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.10033997148275375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593401044607162 + ], + "opposite_logprob_tokens": [ + -3.8955934047698975 + ], + "logprob_reward": -0.020593401044607162, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593401044607162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11231189221143723, + 0.12484908849000931, + 0.023164646700024605, + 0.15778228640556335, + 0.14195950329303741, + 0.13384735584259033, + 0.09982763230800629, + 0.05842665955424309, + 0.042758964002132416, + 0.105072021484375 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.020593401044607162 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030083358287811 + ], + "opposite_logprob_tokens": [ + -2.3503007888793945 + ], + "logprob_reward": -0.10030083358287811, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030083358287811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15130005776882172, + 0.1704079955816269, + 0.0571567565202713, + 0.022105764597654343, + 0.09939795732498169, + 0.19787439703941345, + 0.14799177646636963, + 0.03390024974942207, + 0.02500907890498638, + 0.09485597163438797 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.10030083358287811 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022027057129889727 + ], + "opposite_logprob_tokens": [ + -6.12720251083374 + ], + "logprob_reward": -0.0022027057129889727, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022027057129889727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1647585928440094, + 0.051722005009651184, + 0.026592839509248734, + 0.039395660161972046, + 0.03633488342165947, + 0.024907616898417473, + 0.09791603684425354, + 0.08055315166711807, + 0.03270642086863518, + 0.44511285424232483 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0022027057129889727 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera slowly tilts downward, its movement perfectly synchronized with the trajectory of a drop of water gathering and finally dripping from the long spout of a tin watering can, speckled with varying shades of reddish-brown rust. The entire image is bathed in a warm, nostalgic sepia hue. A soft, diffuse light, streaming from the side and rear, precisely outlines the edge of the crystal-clear drop. At the moment it separates from the spout and begins its free fall, it resembles a tiny piece of illuminated amber, its path clearly marked against the slightly dimmed background. As the camera steadily follows the drop, gravity elongates it slightly in mid-air, its smooth surface reflecting the blurred ambient light and shadows. The background is out of focus, suggesting a corner filled with plants. Finally, the drop drips silently, imbued with tranquility, poetry, and a contemplative atmosphere of the slow passage of time.", + "seed": 27395, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_3/index_6428_seed_27395_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07023373278789222, + "vlm_logprob": -0.07023373278789222, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.07023373278789222, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028072763234376907 + ], + "opposite_logprob_tokens": [ + -3.6530728340148926 + ], + "logprob_reward": -0.028072763234376907, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028072763234376907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05696283280849457, + 0.0547107569873333, + 0.0597524493932724, + 0.051936786621809006, + 0.07384941726922989, + 0.03809089586138725, + 0.03158176317811012, + 0.5908008217811584, + 0.026817457750439644, + 0.01549674104899168 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.028072763234376907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905080705881119 + ], + "opposite_logprob_tokens": [ + -2.464050769805908 + ], + "logprob_reward": -0.08905080705881119, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905080705881119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08918941766023636, + 0.11542216688394547, + 0.25945162773132324, + 0.12294337898492813, + 0.07600290328264236, + 0.18188025057315826, + 0.01770436204969883, + 0.0718039870262146, + 0.04528382048010826, + 0.020318055525422096 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.08905080705881119 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905582129955292 + ], + "opposite_logprob_tokens": [ + -2.4640557765960693 + ], + "logprob_reward": -0.08905582129955292, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905582129955292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13417884707450867, + 0.22641658782958984, + 0.06984926760196686, + 0.08399590104818344, + 0.08884233236312866, + 0.22845259308815002, + 0.021960651502013206, + 0.10027450323104858, + 0.032633792608976364, + 0.013395537622272968 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.08905582129955292 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278846979141235 + ], + "opposite_logprob_tokens": [ + -2.0177884101867676 + ], + "logprob_reward": -0.14278846979141235, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278846979141235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08937962353229523, + 0.15010719001293182, + 0.08304961025714874, + 0.041990891098976135, + 0.02985428459942341, + 0.04971925914287567, + 0.024930741637945175, + 0.4809167981147766, + 0.02346404641866684, + 0.0265875943005085 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.14278846979141235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002200802555307746 + ], + "opposite_logprob_tokens": [ + -6.127200603485107 + ], + "logprob_reward": -0.002200802555307746, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002200802555307746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1509232074022293, + 0.0654119923710823, + 0.0659278929233551, + 0.05088888108730316, + 0.1350686401128769, + 0.3347679376602173, + 0.017733365297317505, + 0.07045631855726242, + 0.05091241002082825, + 0.05790947750210762 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.002200802555307746 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera slowly tilts downward, its movement perfectly synchronized with the trajectory of a drop of water gathering and finally dripping from the long spout of a tin watering can, speckled with varying shades of reddish-brown rust. The entire image is bathed in a warm, nostalgic sepia hue. A soft, diffuse light, streaming from the side and rear, precisely outlines the edge of the crystal-clear drop. At the moment it separates from the spout and begins its free fall, it resembles a tiny piece of illuminated amber, its path clearly marked against the slightly dimmed background. As the camera steadily follows the drop, gravity elongates it slightly in mid-air, its smooth surface reflecting the blurred ambient light and shadows. The background is out of focus, suggesting a corner filled with plants. Finally, the drop drips silently, imbued with tranquility, poetry, and a contemplative atmosphere of the slow passage of time.", + "seed": 27396, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_3/index_6428_seed_27396_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025533016538247466, + "vlm_logprob": -0.025533016538247466, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.025533016538247466, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012429984286427498 + ], + "opposite_logprob_tokens": [ + -4.512430191040039 + ], + "logprob_reward": -0.012429984286427498, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012429984286427498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13539302349090576, + 0.20173121988773346, + 0.04301680251955986, + 0.05826440826058388, + 0.05956820026040077, + 0.029495401307940483, + 0.2920536994934082, + 0.11808110773563385, + 0.03812694549560547, + 0.024269144982099533 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.012429984286427498 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004415988922119 + ], + "opposite_logprob_tokens": [ + -2.6950440406799316 + ], + "logprob_reward": -0.07004415988922119, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004415988922119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1370820552110672, + 0.056365497410297394, + 0.09740519523620605, + 0.024639949202537537, + 0.04016757756471634, + 0.028040574863553047, + 0.27495086193084717, + 0.28631070256233215, + 0.022776108235120773, + 0.03226151317358017 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.07004415988922119 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809892177581787 + ], + "opposite_logprob_tokens": [ + -3.5298099517822266 + ], + "logprob_reward": -0.029809892177581787, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809892177581787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17571303248405457, + 0.109983891248703, + 0.08697079122066498, + 0.03524463623762131, + 0.03960471227765083, + 0.03575320169329643, + 0.1239733099937439, + 0.31197187304496765, + 0.021973688155412674, + 0.058810845017433167 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.029809892177581787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198355376720428 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198355376720428, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198355376720428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026513906195759773, + 0.022337771952152252, + 0.012189307250082493, + 0.007390371058136225, + 0.023980773985385895, + 0.03546706959605217, + 0.07964818179607391, + 0.7616729736328125, + 0.009578247554600239, + 0.02122138813138008 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.014198355376720428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011826909612864256 + ], + "opposite_logprob_tokens": [ + -6.751182556152344 + ], + "logprob_reward": -0.0011826909612864256, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011826909612864256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07933218032121658, + 0.11556965857744217, + 0.039537396281957626, + 0.09654165804386139, + 0.10257285088300705, + 0.09666981548070908, + 0.23787790536880493, + 0.11346457153558731, + 0.026910023763775826, + 0.09152393043041229 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.0011826909612864256 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera slowly tilts downward, its movement perfectly synchronized with the trajectory of a drop of water gathering and finally dripping from the long spout of a tin watering can, speckled with varying shades of reddish-brown rust. The entire image is bathed in a warm, nostalgic sepia hue. A soft, diffuse light, streaming from the side and rear, precisely outlines the edge of the crystal-clear drop. At the moment it separates from the spout and begins its free fall, it resembles a tiny piece of illuminated amber, its path clearly marked against the slightly dimmed background. As the camera steadily follows the drop, gravity elongates it slightly in mid-air, its smooth surface reflecting the blurred ambient light and shadows. The background is out of focus, suggesting a corner filled with plants. Finally, the drop drips silently, imbued with tranquility, poetry, and a contemplative atmosphere of the slow passage of time.", + "seed": 27397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_3/index_6428_seed_27397_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12032897993922234, + "vlm_logprob": -0.12032897993922234, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.12032897993922234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022317681461572647 + ], + "opposite_logprob_tokens": [ + -4.397317886352539 + ], + "logprob_reward": -0.022317681461572647, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.022317681461572647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21680022776126862, + 0.053321730345487595, + 0.10889337211847305, + 0.09479440748691559, + 0.10547895729541779, + 0.05513128638267517, + 0.11255286633968353, + 0.05753985792398453, + 0.05980511009693146, + 0.13568218052387238 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.022317681461572647 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562859952449799 + ], + "opposite_logprob_tokens": [ + -1.6006286144256592 + ], + "logprob_reward": -0.22562859952449799, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562859952449799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20909817516803741, + 0.17153267562389374, + 0.23490414023399353, + 0.07686951756477356, + 0.07282916456460953, + 0.047107890248298645, + 0.038511864840984344, + 0.028628181666135788, + 0.03755229711532593, + 0.08296605944633484 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.22562859952449799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905135095119476 + ], + "opposite_logprob_tokens": [ + -2.4640512466430664 + ], + "logprob_reward": -0.08905135095119476, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905135095119476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2806784510612488, + 0.3320516049861908, + 0.18358251452445984, + 0.026616735383868217, + 0.05220387130975723, + 0.03859444335103035, + 0.01745588518679142, + 0.014759941026568413, + 0.01937616989016533, + 0.03468038886785507 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.08905135095119476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208377838134766 + ], + "opposite_logprob_tokens": [ + -1.5020837783813477 + ], + "logprob_reward": -0.25208377838134766, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208377838134766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20793791115283966, + 0.15809133648872375, + 0.051741935312747955, + 0.058764733374118805, + 0.15576882660388947, + 0.0589168407022953, + 0.058290280401706696, + 0.07201267778873444, + 0.07714103907346725, + 0.10133448243141174 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.25208377838134766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a drop of water dripping from a tin watering can spout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tin watering can speckled with reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the entire scene bathed in a warm, nostalgic sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward while following the water drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus, suggesting a corner filled with plants?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563489377498627 + ], + "opposite_logprob_tokens": [ + -4.387563705444336 + ], + "logprob_reward": -0.012563489377498627, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563489377498627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21042971312999725, + 0.12652689218521118, + 0.12937729060649872, + 0.047710731625556946, + 0.106126569211483, + 0.08093305677175522, + 0.06658084690570831, + 0.1134071797132492, + 0.054235830903053284, + 0.06467179954051971 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.012563489377498627 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_4/index_tensor([8658, 8658])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_4/index_tensor([8658, 8658])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3e0a8f2da5d8fbc1e6c42399c3b51e2b8557019b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_4/index_tensor([8658, 8658])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot, the camera perched above the water, glides parallel to a lone, classic cedar-strap canoe across a perfectly calm, glassy lake. The canoe's polished, dark wood gleams with a subtle sheen, reflecting the newborn light. A lone figure sits inside, their features obscured by the shadow of a dark, hooded waterproof jacket, their posture focused and calm. Steadily and deliberately, they dip a wooden paddle into the water, the blade sliding almost silently into the mirror-like surface, creating a small, perfectly formed vortex. The entire scene is shrouded in a thick, ethereal mist, which clings to the water's surface and swirls gently in the canoe's wake. In the distance, the first rays of sunrise penetrate the mist, painting the horizon and its underside in a stunning gradient of soft orange, pink, and pale gold. As the paddle is pulled back, it leaves a trail of delicate, expanding ripples that catch the warm light before dissolving into the vast silence. The cool, soft blues and grays of the water and mist contrast beautifully with the vibrant warmth of the sunrise, creating an atmosphere of profound tranquility, serenity, and meditation, rendered in surreal, high-definition detail.", + "seed": 21751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_4/index_8658_seed_21751_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05017927438020706, + "vlm_logprob": -0.05017927438020706, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.05017927438020706, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09097765386104584 + ], + "opposite_logprob_tokens": [ + -2.590977668762207 + ], + "logprob_reward": -0.09097765386104584, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09097765386104584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25356432795524597, + 0.09795073419809341, + 0.12364444136619568, + 0.07861893624067307, + 0.12700007855892181, + 0.05128182843327522, + 0.08843117207288742, + 0.09685429185628891, + 0.03843466565012932, + 0.044219546020030975 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.09097765386104584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373901546001434 + ], + "opposite_logprob_tokens": [ + -3.4087390899658203 + ], + "logprob_reward": -0.03373901546001434, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373901546001434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3186672627925873, + 0.14422295987606049, + 0.1065499559044838, + 0.038152843713760376, + 0.059868793934583664, + 0.0557510107755661, + 0.023370830342173576, + 0.19042453169822693, + 0.04070913419127464, + 0.022282710298895836 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.03373901546001434 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642317563295364 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642317563295364, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642317563295364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19702011346817017, + 0.13607899844646454, + 0.07392321527004242, + 0.07799546420574188, + 0.19019682705402374, + 0.12038087099790573, + 0.08707097172737122, + 0.05864716321229935, + 0.034631725400686264, + 0.024054676294326782 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.007642317563295364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035043209791183 + ], + "opposite_logprob_tokens": [ + -2.3503503799438477 + ], + "logprob_reward": -0.10035043209791183, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035043209791183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22094839811325073, + 0.17770197987556458, + 0.05486448109149933, + 0.060233473777770996, + 0.10696320980787277, + 0.10798467695713043, + 0.04755459725856781, + 0.10415876656770706, + 0.08469153195619583, + 0.03489883989095688 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.10035043209791183 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818695291876793 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.01818695291876793, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818695291876793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12327878922224045, + 0.08432579040527344, + 0.06011783331632614, + 0.09090431034564972, + 0.37466850876808167, + 0.028068166226148605, + 0.03422108665108681, + 0.08183223009109497, + 0.10249894857406616, + 0.020084407180547714 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.01818695291876793 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera perched above the water, glides parallel to a lone, classic cedar-strap canoe across a perfectly calm, glassy lake. The canoe's polished, dark wood gleams with a subtle sheen, reflecting the newborn light. A lone figure sits inside, their features obscured by the shadow of a dark, hooded waterproof jacket, their posture focused and calm. Steadily and deliberately, they dip a wooden paddle into the water, the blade sliding almost silently into the mirror-like surface, creating a small, perfectly formed vortex. The entire scene is shrouded in a thick, ethereal mist, which clings to the water's surface and swirls gently in the canoe's wake. In the distance, the first rays of sunrise penetrate the mist, painting the horizon and its underside in a stunning gradient of soft orange, pink, and pale gold. As the paddle is pulled back, it leaves a trail of delicate, expanding ripples that catch the warm light before dissolving into the vast silence. The cool, soft blues and grays of the water and mist contrast beautifully with the vibrant warmth of the sunrise, creating an atmosphere of profound tranquility, serenity, and meditation, rendered in surreal, high-definition detail.", + "seed": 21752, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_4/index_8658_seed_21752_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0334516947157681, + "vlm_logprob": -0.0334516947157681, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.0334516947157681, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0657069981098175 + ], + "opposite_logprob_tokens": [ + -2.940706968307495 + ], + "logprob_reward": -0.0657069981098175, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0657069981098175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10113224387168884, + 0.10097522288560867, + 0.025469357147812843, + 0.1664303094148636, + 0.030164731666445732, + 0.036542512476444244, + 0.2793678045272827, + 0.13358120620250702, + 0.04958154261112213, + 0.076755091547966 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.0657069981098175 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361173018813133 + ], + "opposite_logprob_tokens": [ + -3.6513612270355225 + ], + "logprob_reward": -0.026361173018813133, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361173018813133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10436002910137177, + 0.09732319414615631, + 0.025833765044808388, + 0.08628249913454056, + 0.11773151159286499, + 0.07130775600671768, + 0.2209506332874298, + 0.20986957848072052, + 0.02518220618367195, + 0.041158854961395264 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.026361173018813133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059514218010008335 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.0059514218010008335, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059514218010008335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1633547693490982, + 0.02929154969751835, + 0.046858642250299454, + 0.08339137583971024, + 0.11759468913078308, + 0.0757756382226944, + 0.042675457894802094, + 0.3469107151031494, + 0.04527135565876961, + 0.04887588322162628 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0059514218010008335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048661477863788605 + ], + "opposite_logprob_tokens": [ + -3.048661470413208 + ], + "logprob_reward": -0.048661477863788605, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048661477863788605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08509453386068344, + 0.023089997470378876, + 0.02603975683450699, + 0.09906461834907532, + 0.10050491988658905, + 0.0642368346452713, + 0.3130778968334198, + 0.18894563615322113, + 0.035563819110393524, + 0.06438206136226654 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.048661477863788605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577402785420418 + ], + "opposite_logprob_tokens": [ + -3.8955774307250977 + ], + "logprob_reward": -0.020577402785420418, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577402785420418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09254525601863861, + 0.019756382331252098, + 0.016420170664787292, + 0.022273298352956772, + 0.05299011990427971, + 0.07307732850313187, + 0.1666034609079361, + 0.4519178867340088, + 0.06581471115350723, + 0.03860139474272728 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.020577402785420418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera perched above the water, glides parallel to a lone, classic cedar-strap canoe across a perfectly calm, glassy lake. The canoe's polished, dark wood gleams with a subtle sheen, reflecting the newborn light. A lone figure sits inside, their features obscured by the shadow of a dark, hooded waterproof jacket, their posture focused and calm. Steadily and deliberately, they dip a wooden paddle into the water, the blade sliding almost silently into the mirror-like surface, creating a small, perfectly formed vortex. The entire scene is shrouded in a thick, ethereal mist, which clings to the water's surface and swirls gently in the canoe's wake. In the distance, the first rays of sunrise penetrate the mist, painting the horizon and its underside in a stunning gradient of soft orange, pink, and pale gold. As the paddle is pulled back, it leaves a trail of delicate, expanding ripples that catch the warm light before dissolving into the vast silence. The cool, soft blues and grays of the water and mist contrast beautifully with the vibrant warmth of the sunrise, creating an atmosphere of profound tranquility, serenity, and meditation, rendered in surreal, high-definition detail.", + "seed": 21753, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_4/index_8658_seed_21753_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.042600125819444654, + "vlm_logprob": -0.042600125819444654, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.042600125819444654, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0983743816614151 + ], + "opposite_logprob_tokens": [ + -2.473374366760254 + ], + "logprob_reward": -0.0983743816614151, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0983743816614151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28333985805511475, + 0.04868471994996071, + 0.03773072361946106, + 0.06928903609514236, + 0.20225843787193298, + 0.059602536261081696, + 0.04888185113668442, + 0.029849974438548088, + 0.15074390172958374, + 0.06961895525455475 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0983743816614151 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023314394056797028 + ], + "opposite_logprob_tokens": [ + -3.7733144760131836 + ], + "logprob_reward": -0.023314394056797028, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023314394056797028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23454800248146057, + 0.09544404596090317, + 0.047714684158563614, + 0.22805944085121155, + 0.11391618102788925, + 0.08559764176607132, + 0.026095930486917496, + 0.08742790669202805, + 0.05197487771511078, + 0.029221277683973312 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.023314394056797028 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005957465618848801 + ], + "opposite_logprob_tokens": [ + -5.13095760345459 + ], + "logprob_reward": -0.005957465618848801, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005957465618848801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1263999342918396, + 0.19978950917720795, + 0.12617555260658264, + 0.07856407761573792, + 0.22965912520885468, + 0.06652266532182693, + 0.037064965814352036, + 0.05456090345978737, + 0.05369365215301514, + 0.027569683268666267 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.005957465618848801 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062063634395599365 + ], + "opposite_logprob_tokens": [ + -2.812063694000244 + ], + "logprob_reward": -0.062063634395599365, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062063634395599365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1601121872663498, + 0.12593060731887817, + 0.10169849544763565, + 0.037451956421136856, + 0.13806797564029694, + 0.07329533249139786, + 0.05143265426158905, + 0.09085902571678162, + 0.11845473945140839, + 0.102696992456913 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.062063634395599365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329075336456299 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.02329075336456299, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329075336456299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31768256425857544, + 0.12391864508390427, + 0.03955291584134102, + 0.11647936701774597, + 0.16134855151176453, + 0.04452832415699959, + 0.04322410374879837, + 0.04278503358364105, + 0.09668109565973282, + 0.013799416832625866 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.02329075336456299 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera perched above the water, glides parallel to a lone, classic cedar-strap canoe across a perfectly calm, glassy lake. The canoe's polished, dark wood gleams with a subtle sheen, reflecting the newborn light. A lone figure sits inside, their features obscured by the shadow of a dark, hooded waterproof jacket, their posture focused and calm. Steadily and deliberately, they dip a wooden paddle into the water, the blade sliding almost silently into the mirror-like surface, creating a small, perfectly formed vortex. The entire scene is shrouded in a thick, ethereal mist, which clings to the water's surface and swirls gently in the canoe's wake. In the distance, the first rays of sunrise penetrate the mist, painting the horizon and its underside in a stunning gradient of soft orange, pink, and pale gold. As the paddle is pulled back, it leaves a trail of delicate, expanding ripples that catch the warm light before dissolving into the vast silence. The cool, soft blues and grays of the water and mist contrast beautifully with the vibrant warmth of the sunrise, creating an atmosphere of profound tranquility, serenity, and meditation, rendered in surreal, high-definition detail.", + "seed": 21754, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_4/index_8658_seed_21754_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03319613067433238, + "vlm_logprob": -0.03319613067433238, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.03319613067433238, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06251850724220276 + ], + "opposite_logprob_tokens": [ + -3.06251859664917 + ], + "logprob_reward": -0.06251850724220276, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06251850724220276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3305568993091583, + 0.1232089102268219, + 0.048010438680648804, + 0.07875771075487137, + 0.04944511875510216, + 0.10398409515619278, + 0.07509621977806091, + 0.07024847716093063, + 0.07927501201629639, + 0.04141709953546524 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.06251850724220276 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033738669008016586 + ], + "opposite_logprob_tokens": [ + -3.408738613128662 + ], + "logprob_reward": -0.033738669008016586, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033738669008016586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2787085175514221, + 0.14258134365081787, + 0.06449417024850845, + 0.05028009042143822, + 0.04173395037651062, + 0.06586074084043503, + 0.12113882601261139, + 0.051904451102018356, + 0.1011686846613884, + 0.08212926238775253 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.033738669008016586 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052657718770205975 + ], + "opposite_logprob_tokens": [ + -5.255265712738037 + ], + "logprob_reward": -0.0052657718770205975, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052657718770205975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22885456681251526, + 0.06150634214282036, + 0.1570281833410263, + 0.03931893780827522, + 0.10308847576379776, + 0.1520729809999466, + 0.05047855153679848, + 0.05448281764984131, + 0.07999223470687866, + 0.07317694276571274 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.0052657718770205975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811302036046982 + ], + "opposite_logprob_tokens": [ + -3.2881131172180176 + ], + "logprob_reward": -0.03811302036046982, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811302036046982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18032898008823395, + 0.05939244106411934, + 0.09799259901046753, + 0.05245204642415047, + 0.10375659167766571, + 0.1266120821237564, + 0.06532495468854904, + 0.09466582536697388, + 0.14773108065128326, + 0.0717434212565422 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.03811302036046982 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, perched above the water, and gliding parallel to the canoe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a classic cedar-strap canoe visible, featuring polished dark wood with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure visible inside the canoe wearing a dark, hooded waterproof jacket with obscured features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure steadily dip a wooden paddle into the calm, glassy water, creating a small vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick ethereal mist with a sunrise gradient of soft orange, pink, and pale gold on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634468488395214 + ], + "opposite_logprob_tokens": [ + -3.6513447761535645 + ], + "logprob_reward": -0.02634468488395214, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634468488395214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2065584659576416, + 0.118395134806633, + 0.10901124775409698, + 0.03817964717745781, + 0.046237826347351074, + 0.2882843315601349, + 0.06948041915893555, + 0.08396481722593307, + 0.02444351278245449, + 0.01544463261961937 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.02634468488395214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_5/index_tensor([2140, 2140])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_5/index_tensor([2140, 2140])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c6f827fef9ef1b9b970288f10066e34c1a31abf0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_5/index_tensor([2140, 2140])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.", + "seed": 3273, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_5/index_2140_seed_3273_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.056254411675035955, + "vlm_logprob": -0.056254411675035955, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.056254411675035955, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01003824919462204 + ], + "opposite_logprob_tokens": [ + -5.135038375854492 + ], + "logprob_reward": -0.01003824919462204, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.01003824919462204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22658725082874298, + 0.06530296802520752, + 0.07917005568742752, + 0.04040930047631264, + 0.05993032455444336, + 0.07059803605079651, + 0.21290449798107147, + 0.05292494222521782, + 0.09098643064498901, + 0.10118621587753296 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.01003824919462204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255471646785736 + ], + "opposite_logprob_tokens": [ + -1.600547194480896 + ], + "logprob_reward": -0.2255471646785736, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255471646785736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034747324883937836, + 0.02690581977367401, + 0.03506973385810852, + 0.018580665811896324, + 0.04480438306927681, + 0.026004796847701073, + 0.04019198939204216, + 0.15860949456691742, + 0.4993480443954468, + 0.11573774367570877 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.2255471646785736 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060169354081154 + ], + "opposite_logprob_tokens": [ + -3.895601749420166 + ], + "logprob_reward": -0.02060169354081154, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060169354081154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11246001720428467, + 0.18661639094352722, + 0.05972452089190483, + 0.03516397625207901, + 0.10336462408304214, + 0.028478996828198433, + 0.06913524866104126, + 0.044641170650720596, + 0.27122852206230164, + 0.08918655663728714 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.02060169354081154 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543240562081337 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543240562081337, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543240562081337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13875077664852142, + 0.06737534701824188, + 0.08521250635385513, + 0.020578548312187195, + 0.10017316043376923, + 0.07551947981119156, + 0.04462632164359093, + 0.08208466321229935, + 0.1344199925661087, + 0.2512592077255249 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012543240562081337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541710399091244 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541710399091244, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541710399091244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6019077301025391, + 0.031548988074064255, + 0.023876797407865524, + 0.060428470373153687, + 0.06728052347898483, + 0.026122093200683594, + 0.04256734997034073, + 0.035330597311258316, + 0.061503417789936066, + 0.04943403974175453 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.012541710399091244 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.", + "seed": 3274, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_5/index_2140_seed_3274_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08824324179440737, + "vlm_logprob": -0.08824324179440737, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.08824324179440737, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019250236451625824 + ], + "opposite_logprob_tokens": [ + -4.144250392913818 + ], + "logprob_reward": -0.019250236451625824, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019250236451625824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4075184464454651, + 0.06138475611805916, + 0.05322320759296417, + 0.04974663257598877, + 0.12345580011606216, + 0.07291006296873093, + 0.04022059589624405, + 0.022987864911556244, + 0.03315993770956993, + 0.1353926807641983 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.019250236451625824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34863343834877014 + ], + "opposite_logprob_tokens": [ + -1.2236334085464478 + ], + "logprob_reward": -0.34863343834877014, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34863343834877014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13204768300056458, + 0.05845146253705025, + 0.1734994500875473, + 0.11872100085020065, + 0.13593243062496185, + 0.06094595044851303, + 0.02448762021958828, + 0.018635183572769165, + 0.017525149509310722, + 0.2597540616989136 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.34863343834877014 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029829910025000572 + ], + "opposite_logprob_tokens": [ + -3.529829978942871 + ], + "logprob_reward": -0.029829910025000572, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029829910025000572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2087354063987732, + 0.12850432097911835, + 0.10408081114292145, + 0.04052429273724556, + 0.274522989988327, + 0.09841767698526382, + 0.038591668009757996, + 0.020593766123056412, + 0.05971851944923401, + 0.026310589164495468 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.029829910025000572 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978896301239729 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.00978896301239729, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978896301239729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2077261358499527, + 0.08073325455188751, + 0.1544250249862671, + 0.022909507155418396, + 0.046457476913928986, + 0.09509759396314621, + 0.05219382420182228, + 0.045274343341588974, + 0.18042652308940887, + 0.11475633829832077 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.00978896301239729 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371366113424301 + ], + "opposite_logprob_tokens": [ + -3.4087135791778564 + ], + "logprob_reward": -0.03371366113424301, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371366113424301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3254779875278473, + 0.17939242720603943, + 0.07116379588842392, + 0.18957018852233887, + 0.04580206051468849, + 0.02513798512518406, + 0.014255082234740257, + 0.024287380278110504, + 0.015561733394861221, + 0.10935135185718536 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.03371366113424301 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.", + "seed": 3275, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_5/index_2140_seed_3275_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10561725413426756, + "vlm_logprob": -0.10561725413426756, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.10561725413426756, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01715722493827343 + ], + "opposite_logprob_tokens": [ + -4.392157077789307 + ], + "logprob_reward": -0.01715722493827343, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01715722493827343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08005667477846146, + 0.12179751694202423, + 0.13651339709758759, + 0.4050346910953522, + 0.03726893663406372, + 0.05385046452283859, + 0.04858962818980217, + 0.02645900845527649, + 0.07435046136379242, + 0.01607927493751049 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.01715722493827343 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486272990703583 + ], + "opposite_logprob_tokens": [ + -1.2236273288726807 + ], + "logprob_reward": -0.3486272990703583, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486272990703583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06362061202526093, + 0.10075058788061142, + 0.06435249745845795, + 0.4561091661453247, + 0.03492037579417229, + 0.030631233006715775, + 0.03760133311152458, + 0.015074282884597778, + 0.18574835360050201, + 0.011191494762897491 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.3486272990703583 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216690324246883 + ], + "opposite_logprob_tokens": [ + -4.264216899871826 + ], + "logprob_reward": -0.014216690324246883, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216690324246883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1647343933582306, + 0.13678649067878723, + 0.31271687150001526, + 0.08682754635810852, + 0.0475873239338398, + 0.0311645045876503, + 0.07379406690597534, + 0.03837026655673981, + 0.07323697954416275, + 0.03478160500526428 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.014216690324246883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254624877125025 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254624877125025, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254624877125025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.081229068338871, + 0.03703506290912628, + 0.022701626643538475, + 0.27909085154533386, + 0.053837236016988754, + 0.026819096878170967, + 0.0685303583741188, + 0.05000462755560875, + 0.3498515486717224, + 0.030900584533810616 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.005254624877125025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283043146133423 + ], + "opposite_logprob_tokens": [ + -2.0178303718566895 + ], + "logprob_reward": -0.14283043146133423, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283043146133423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2733258605003357, + 0.14541155099868774, + 0.06441605091094971, + 0.12053975462913513, + 0.055299315601587296, + 0.03929544612765312, + 0.09062331914901733, + 0.04313325136899948, + 0.12406667321920395, + 0.043888773769140244 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.14283043146133423 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.", + "seed": 3276, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_5/index_2140_seed_3276_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23943245448172093, + "vlm_logprob": -0.23943245448172093, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.23943245448172093, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022274428978562355 + ], + "opposite_logprob_tokens": [ + -4.022274494171143 + ], + "logprob_reward": -0.022274428978562355, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.022274428978562355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4103752672672272, + 0.05568838492035866, + 0.047889940440654755, + 0.041001398116350174, + 0.10277333855628967, + 0.11591948568820953, + 0.053039465099573135, + 0.05679338425397873, + 0.08327616751194, + 0.033243175595998764 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.022274428978562355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742722511291504 + ], + "opposite_logprob_tokens": [ + -0.4742722511291504 + ], + "logprob_reward": -0.9742722511291504, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742722511291504, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2874758541584015, + 0.09258018434047699, + 0.04424869641661644, + 0.031218523159623146, + 0.03351428359746933, + 0.07488462328910828, + 0.03682960569858551, + 0.06529565155506134, + 0.2200048863887787, + 0.11394768953323364 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.9742722511291504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10038644820451736 + ], + "opposite_logprob_tokens": [ + -2.350386381149292 + ], + "logprob_reward": -0.10038644820451736, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10038644820451736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16057857871055603, + 0.10225407779216766, + 0.12032205611467361, + 0.12312736362218857, + 0.16977429389953613, + 0.09040943533182144, + 0.08668716996908188, + 0.06995730102062225, + 0.0583730973303318, + 0.01851661130785942 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.10038644820451736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038143888115882874 + ], + "opposite_logprob_tokens": [ + -3.2881438732147217 + ], + "logprob_reward": -0.038143888115882874, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038143888115882874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08652032911777496, + 0.06923811882734299, + 0.06321685016155243, + 0.05933148041367531, + 0.04705752804875374, + 0.017079409211874008, + 0.31580498814582825, + 0.18092289566993713, + 0.13748741149902344, + 0.023340974003076553 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.038143888115882874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at a slow and steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jar with Taotie motifs visible, held by an older bony hand on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, luminous golden digital particles forming a river of light transferred from the left hand to a younger hand on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background pure darkness with the golden particles being the only light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208525598049164 + ], + "opposite_logprob_tokens": [ + -2.8120851516723633 + ], + "logprob_reward": -0.06208525598049164, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208525598049164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5833790898323059, + 0.06467601656913757, + 0.028165137395262718, + 0.01740957610309124, + 0.026589153334498405, + 0.07187966257333755, + 0.02440454624593258, + 0.029893549159169197, + 0.054677195847034454, + 0.09892603009939194 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.06208525598049164 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_6/index_tensor([3973, 3973])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_6/index_tensor([3973, 3973])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6d83f44d06e498a6e9bb1ca62a4a6ece0c540456 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_6/index_tensor([3973, 3973])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle tracking shot, perched high above the ground, follows a rider clad in full-body matte black composite armor with electric blue stripes. Hunched forward in an aggressive stance, the rider expertly maneuvers a powerful dirt bike with a rugged, exposed frame and long-travel suspension. They are navigating a treacherous, mud-soaked forest path, slick from recent rains and littered with gnarled, wet tree roots. As the rider quickly and decisively leans into a tight turn, the bike's knobby rear tire spins violently, aggressively digging into the soft soil and kicking up thick, arcing streams of dark brown mud and murky water that splash onto the dense, out-of-focus foliage in the background. Cool, diffuse sunlight filters through the dense forest canopy, illuminating the scene and creating dramatic contrasts of light and shadow on the rider's armor and the gleaming muddy path. The overall atmosphere is one of intense focus and raw, high-octane energy, capturing the visceral thrill of off-road racing.", + "seed": 27954, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_6/index_3973_seed_27954_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08391159470193088, + "vlm_logprob": -0.08391159470193088, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.08391159470193088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08953706175088882 + ], + "opposite_logprob_tokens": [ + -2.5895371437072754 + ], + "logprob_reward": -0.08953706175088882, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08953706175088882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06548739224672318, + 0.10397631675004959, + 0.04698170721530914, + 0.04571162536740303, + 0.07922278344631195, + 0.022417129948735237, + 0.026731763035058975, + 0.2562399208545685, + 0.3268742859363556, + 0.026357019320130348 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.08953706175088882 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31347671151161194 + ], + "opposite_logprob_tokens": [ + -1.3134766817092896 + ], + "logprob_reward": -0.31347671151161194, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31347671151161194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08584003150463104, + 0.165720134973526, + 0.037962764501571655, + 0.1023147776722908, + 0.06735073029994965, + 0.05981117859482765, + 0.05992252379655838, + 0.13512147963047028, + 0.22275462746620178, + 0.06320174038410187 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.31347671151161194 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543240562081337 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543240562081337, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543240562081337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20364512503147125, + 0.08303861320018768, + 0.02721545659005642, + 0.23823761940002441, + 0.06428874284029007, + 0.04615986347198486, + 0.021622953936457634, + 0.1578051745891571, + 0.1369819939136505, + 0.02100452035665512 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.012543240562081337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031916177831590176 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031916177831590176, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031916177831590176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3244882822036743, + 0.13667047023773193, + 0.10571836680173874, + 0.033391326665878296, + 0.052654948085546494, + 0.02789486013352871, + 0.01777580752968788, + 0.09246516972780228, + 0.17445781826972961, + 0.03448297083377838 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0031916177831590176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008093419019132853 + ], + "opposite_logprob_tokens": [ + -7.125809192657471 + ], + "logprob_reward": -0.0008093419019132853, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008093419019132853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1855737864971161, + 0.12236347049474716, + 0.0625409483909607, + 0.03984670713543892, + 0.029823901131749153, + 0.19004075229167938, + 0.019395645707845688, + 0.130107581615448, + 0.16816404461860657, + 0.05214320868253708 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.0008093419019132853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot, perched high above the ground, follows a rider clad in full-body matte black composite armor with electric blue stripes. Hunched forward in an aggressive stance, the rider expertly maneuvers a powerful dirt bike with a rugged, exposed frame and long-travel suspension. They are navigating a treacherous, mud-soaked forest path, slick from recent rains and littered with gnarled, wet tree roots. As the rider quickly and decisively leans into a tight turn, the bike's knobby rear tire spins violently, aggressively digging into the soft soil and kicking up thick, arcing streams of dark brown mud and murky water that splash onto the dense, out-of-focus foliage in the background. Cool, diffuse sunlight filters through the dense forest canopy, illuminating the scene and creating dramatic contrasts of light and shadow on the rider's armor and the gleaming muddy path. The overall atmosphere is one of intense focus and raw, high-octane energy, capturing the visceral thrill of off-road racing.", + "seed": 27955, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_6/index_3973_seed_27955_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08850735948653891, + "vlm_logprob": -0.08850735948653891, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.08850735948653891, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.250870943069458 + ], + "opposite_logprob_tokens": [ + -1.625870943069458 + ], + "logprob_reward": -0.250870943069458, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.250870943069458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1610398292541504, + 0.45389533042907715, + 0.055311381816864014, + 0.0576164573431015, + 0.05073854327201843, + 0.04154731333255768, + 0.049469973891973495, + 0.06044112518429756, + 0.03403496742248535, + 0.035905078053474426 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.250870943069458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799183338880539 + ], + "opposite_logprob_tokens": [ + -1.8049182891845703 + ], + "logprob_reward": -0.1799183338880539, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799183338880539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09552562981843948, + 0.6405301094055176, + 0.03476571664214134, + 0.044354286044836044, + 0.04626784473657608, + 0.012863127514719963, + 0.02484743669629097, + 0.04226930812001228, + 0.012789517641067505, + 0.045787036418914795 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.1799183338880539 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098231438547373 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098231438547373, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098231438547373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2122204601764679, + 0.20361793041229248, + 0.137151300907135, + 0.06317546963691711, + 0.07415865361690521, + 0.08329380303621292, + 0.05003625899553299, + 0.08487453311681747, + 0.045265357941389084, + 0.04620620980858803 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004098231438547373 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733465939760208 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733465939760208, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733465939760208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09732561558485031, + 0.265663206577301, + 0.1027848869562149, + 0.057263996452093124, + 0.03732546418905258, + 0.07704684138298035, + 0.06410921365022659, + 0.19145381450653076, + 0.03783056512475014, + 0.06919640302658081 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.006733465939760208 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009158230968751013 + ], + "opposite_logprob_tokens": [ + -7.000916004180908 + ], + "logprob_reward": -0.0009158230968751013, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009158230968751013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12766773998737335, + 0.10112998634576797, + 0.20575177669525146, + 0.061544280499219894, + 0.044739607721567154, + 0.04511234536767006, + 0.07956843078136444, + 0.10010155290365219, + 0.08814836293458939, + 0.14623591303825378 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.0009158230968751013 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot, perched high above the ground, follows a rider clad in full-body matte black composite armor with electric blue stripes. Hunched forward in an aggressive stance, the rider expertly maneuvers a powerful dirt bike with a rugged, exposed frame and long-travel suspension. They are navigating a treacherous, mud-soaked forest path, slick from recent rains and littered with gnarled, wet tree roots. As the rider quickly and decisively leans into a tight turn, the bike's knobby rear tire spins violently, aggressively digging into the soft soil and kicking up thick, arcing streams of dark brown mud and murky water that splash onto the dense, out-of-focus foliage in the background. Cool, diffuse sunlight filters through the dense forest canopy, illuminating the scene and creating dramatic contrasts of light and shadow on the rider's armor and the gleaming muddy path. The overall atmosphere is one of intense focus and raw, high-octane energy, capturing the visceral thrill of off-road racing.", + "seed": 27956, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_6/index_3973_seed_27956_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09099366734735667, + "vlm_logprob": -0.09099366734735667, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.09099366734735667, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21761386096477509 + ], + "opposite_logprob_tokens": [ + -1.7176138162612915 + ], + "logprob_reward": -0.21761386096477509, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21761386096477509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19360363483428955, + 0.13241636753082275, + 0.08582968264818192, + 0.02974371612071991, + 0.29941144585609436, + 0.0916246697306633, + 0.03982178866863251, + 0.029140392318367958, + 0.03175491467118263, + 0.06665340065956116 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.21761386096477509 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561299800872803 + ], + "opposite_logprob_tokens": [ + -1.600612998008728 + ], + "logprob_reward": -0.22561299800872803, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561299800872803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038436029106378555, + 0.11718456447124481, + 0.09162862598896027, + 0.034387264400720596, + 0.6011261940002441, + 0.03209017589688301, + 0.020952824503183365, + 0.028562836349010468, + 0.012211074121296406, + 0.02342032827436924 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.22561299800872803 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076340362429618835 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.0076340362429618835, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076340362429618835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13718436658382416, + 0.06918323040008545, + 0.08911213278770447, + 0.04722750559449196, + 0.3554566204547882, + 0.1753116250038147, + 0.028692476451396942, + 0.045590128749608994, + 0.017437255010008812, + 0.03480471670627594 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0076340362429618835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319126108661294 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.00319126108661294, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319126108661294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15820331871509552, + 0.2136426419019699, + 0.048987340182065964, + 0.02531864121556282, + 0.17494207620620728, + 0.15172260999679565, + 0.026716941967606544, + 0.07609940320253372, + 0.06392670422792435, + 0.060440391302108765 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.00319126108661294 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009161804337054491 + ], + "opposite_logprob_tokens": [ + -7.000916004180908 + ], + "logprob_reward": -0.0009161804337054491, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009161804337054491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5067625641822815, + 0.08576866239309311, + 0.04198862239718437, + 0.022494150325655937, + 0.10917199403047562, + 0.05449383333325386, + 0.02038428746163845, + 0.05897587165236473, + 0.04339871183037758, + 0.05656128376722336 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0009161804337054491 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot, perched high above the ground, follows a rider clad in full-body matte black composite armor with electric blue stripes. Hunched forward in an aggressive stance, the rider expertly maneuvers a powerful dirt bike with a rugged, exposed frame and long-travel suspension. They are navigating a treacherous, mud-soaked forest path, slick from recent rains and littered with gnarled, wet tree roots. As the rider quickly and decisively leans into a tight turn, the bike's knobby rear tire spins violently, aggressively digging into the soft soil and kicking up thick, arcing streams of dark brown mud and murky water that splash onto the dense, out-of-focus foliage in the background. Cool, diffuse sunlight filters through the dense forest canopy, illuminating the scene and creating dramatic contrasts of light and shadow on the rider's armor and the gleaming muddy path. The overall atmosphere is one of intense focus and raw, high-octane energy, capturing the visceral thrill of off-road racing.", + "seed": 27957, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_6/index_3973_seed_27957_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08762027441989631, + "vlm_logprob": -0.08762027441989631, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.08762027441989631, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.27404484152793884 + ], + "opposite_logprob_tokens": [ + -1.5240448713302612 + ], + "logprob_reward": -0.27404484152793884, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.27404484152793884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24571385979652405, + 0.053520020097494125, + 0.05440571531653404, + 0.041024867445230484, + 0.10851927101612091, + 0.1263567954301834, + 0.06346210092306137, + 0.07106693089008331, + 0.16101473569869995, + 0.07491573691368103 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.27404484152793884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283227920532227 + ], + "opposite_logprob_tokens": [ + -2.0178322792053223 + ], + "logprob_reward": -0.14283227920532227, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283227920532227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2970525026321411, + 0.3000222444534302, + 0.05267718806862831, + 0.030823279172182083, + 0.0839376151561737, + 0.09269483387470245, + 0.022518083453178406, + 0.03807716444134712, + 0.027234265580773354, + 0.05496274679899216 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.14283227920532227 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078868061304092 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078868061304092, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078868061304092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2641093134880066, + 0.09942251443862915, + 0.045572396367788315, + 0.017835628241300583, + 0.04291139170527458, + 0.24681632220745087, + 0.11052524298429489, + 0.04750871658325195, + 0.05910937860608101, + 0.06618912518024445 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.011078868061304092 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637331426143646 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637331426143646, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637331426143646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2081596404314041, + 0.08023827522993088, + 0.03479348123073578, + 0.04499335587024689, + 0.05687567964196205, + 0.12095249444246292, + 0.09332089871168137, + 0.08812715113162994, + 0.10490188002586365, + 0.16763713955879211 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.008637331426143646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle looking up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing full-body matte black composite armor with electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider hunched forward in an aggressive stance while maneuvering a dirt bike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the bike's knobby rear tire spinning and kicking up thick streams of dark brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a mud-soaked forest path with gnarled, wet tree roots and dense out-of-focus foliage in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001508051878772676 + ], + "opposite_logprob_tokens": [ + -6.5015082359313965 + ], + "logprob_reward": -0.001508051878772676, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001508051878772676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2036348432302475, + 0.10402259975671768, + 0.056437842547893524, + 0.04792206361889839, + 0.04502307251095772, + 0.12745864689350128, + 0.11761149764060974, + 0.12514424324035645, + 0.09260300546884537, + 0.08014224469661713 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.001508051878772676 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_7/index_tensor([2621, 2621])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_7/index_tensor([2621, 2621])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0c8161d19fbacabc6eaaee70999ecbda4a5c9b39 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_7/index_tensor([2621, 2621])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, smooth camera movement begins, gently advancing from the outside of the thatched cottage, through a half-open, rustic wooden window carved with simple patterns, and into the interior. The first rays of soft morning sunlight filter through the window lattice, casting dappled shadows on the dark wooden floor and a rustic, solid-wood bed. On the bed, a scholar, dressed in a pale blue, wide-sleeved, cotton-linen, ancient-style robe, lies asleep on his side, his back to the camera. His long, jet-black hair is loosely tied back with a simple wooden hairpin, a few strands cascading across his neck and pillow. His body rises and falls gently with his steady, deep breathing. A translucent white gauze curtain flutters gently in the breeze from the window. Beside his pillow, a scroll of yellowed rice paper containing a poem unfolds, its ink-stained cursive script faintly visible. As the sound of birdsong gradually rises outside the window, the camera moves steadily and calmly to the right, and the line of sight slowly swings from the scholar's back to the outside of the window, finally revealing a vibrant spring morning scene in the courtyard: several peach trees are in bloom, pink petals dotted on the tender green branches, the ground is covered with a thin layer of morning mist, and a bluestone path winds its way into the distance. In the warm morning light, the whole picture creates a tranquil, poetic atmosphere full of classical oriental aesthetics.", + "seed": 10017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_7/index_2621_seed_10017_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.047207883559167385, + "vlm_logprob": -0.047207883559167385, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.047207883559167385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14383772015571594 + ], + "opposite_logprob_tokens": [ + -2.0188376903533936 + ], + "logprob_reward": -0.14383772015571594, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14383772015571594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12146835774183273, + 0.047604676336050034, + 0.06604605168104172, + 0.0432763434946537, + 0.04584876075387001, + 0.021036049351096153, + 0.019502820447087288, + 0.4738592207431793, + 0.0574931874871254, + 0.10386457294225693 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.14383772015571594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303912952542305 + ], + "opposite_logprob_tokens": [ + -3.773303985595703 + ], + "logprob_reward": -0.023303912952542305, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303912952542305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29419365525245667, + 0.02691004052758217, + 0.24039620161056519, + 0.041935067623853683, + 0.07487139850854874, + 0.020390115678310394, + 0.030840428546071053, + 0.15561088919639587, + 0.02340933494269848, + 0.09144288301467896 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.023303912952542305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052552176639437675 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.0052552176639437675, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052552176639437675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10766617953777313, + 0.049589961767196655, + 0.043487876653671265, + 0.049410004168748856, + 0.13822926580905914, + 0.07239974290132523, + 0.05021220073103905, + 0.1764148622751236, + 0.0490010641515255, + 0.2635887861251831 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.0052552176639437675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579738542437553 + ], + "opposite_logprob_tokens": [ + -3.8955798149108887 + ], + "logprob_reward": -0.020579738542437553, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579738542437553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1801091581583023, + 0.06516741961240768, + 0.1632549911737442, + 0.04749668762087822, + 0.03349922597408295, + 0.02911055088043213, + 0.05528904125094414, + 0.18942800164222717, + 0.05141139402985573, + 0.1852334886789322 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.020579738542437553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306282848119736 + ], + "opposite_logprob_tokens": [ + -3.168062925338745 + ], + "logprob_reward": -0.04306282848119736, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306282848119736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03157053515315056, + 0.02631143480539322, + 0.0924261212348938, + 0.024938233196735382, + 0.03117421455681324, + 0.03107449784874916, + 0.04120749235153198, + 0.24186311662197113, + 0.09710615128278732, + 0.38232818245887756 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.04306282848119736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth camera movement begins, gently advancing from the outside of the thatched cottage, through a half-open, rustic wooden window carved with simple patterns, and into the interior. The first rays of soft morning sunlight filter through the window lattice, casting dappled shadows on the dark wooden floor and a rustic, solid-wood bed. On the bed, a scholar, dressed in a pale blue, wide-sleeved, cotton-linen, ancient-style robe, lies asleep on his side, his back to the camera. His long, jet-black hair is loosely tied back with a simple wooden hairpin, a few strands cascading across his neck and pillow. His body rises and falls gently with his steady, deep breathing. A translucent white gauze curtain flutters gently in the breeze from the window. Beside his pillow, a scroll of yellowed rice paper containing a poem unfolds, its ink-stained cursive script faintly visible. As the sound of birdsong gradually rises outside the window, the camera moves steadily and calmly to the right, and the line of sight slowly swings from the scholar's back to the outside of the window, finally revealing a vibrant spring morning scene in the courtyard: several peach trees are in bloom, pink petals dotted on the tender green branches, the ground is covered with a thin layer of morning mist, and a bluestone path winds its way into the distance. In the warm morning light, the whole picture creates a tranquil, poetic atmosphere full of classical oriental aesthetics.", + "seed": 10018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_7/index_2621_seed_10018_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11748793292790652, + "vlm_logprob": -0.11748793292790652, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.11748793292790652, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5244119167327881 + ], + "opposite_logprob_tokens": [ + -0.8994119167327881 + ], + "logprob_reward": -0.5244119167327881, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5244119167327881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3444875180721283, + 0.06962008774280548, + 0.1403069794178009, + 0.030710982158780098, + 0.04216976463794708, + 0.06998564302921295, + 0.07704278081655502, + 0.06403090804815292, + 0.04313337430357933, + 0.11851195245981216 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.5244119167327881 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199479207396507 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.018199479207396507, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199479207396507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6215338110923767, + 0.0821484848856926, + 0.043251797556877136, + 0.013572493568062782, + 0.05567196384072304, + 0.017853422090411186, + 0.02369624562561512, + 0.08182395994663239, + 0.01838640868663788, + 0.042061470448970795 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.018199479207396507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253438837826252 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253438837826252, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253438837826252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10541415214538574, + 0.10790738463401794, + 0.09779929369688034, + 0.19759787619113922, + 0.08895272016525269, + 0.03303693234920502, + 0.05696279928088188, + 0.10851117223501205, + 0.059016112238168716, + 0.1448015719652176 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.005253438837826252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979542873799801 + ], + "opposite_logprob_tokens": [ + -3.5297954082489014 + ], + "logprob_reward": -0.02979542873799801, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979542873799801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6035758256912231, + 0.024642640724778175, + 0.02003522217273712, + 0.017772089689970016, + 0.0802793800830841, + 0.03423434868454933, + 0.030196523293852806, + 0.08172730356454849, + 0.013889827765524387, + 0.09364688396453857 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.02979542873799801 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07199369370937347, + 0.04739771783351898, + 0.06120392307639122, + 0.025244634598493576, + 0.06274666637182236, + 0.0409485325217247, + 0.0768662765622139, + 0.17051562666893005, + 0.06493058800697327, + 0.37815237045288086 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.009779401123523712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth camera movement begins, gently advancing from the outside of the thatched cottage, through a half-open, rustic wooden window carved with simple patterns, and into the interior. The first rays of soft morning sunlight filter through the window lattice, casting dappled shadows on the dark wooden floor and a rustic, solid-wood bed. On the bed, a scholar, dressed in a pale blue, wide-sleeved, cotton-linen, ancient-style robe, lies asleep on his side, his back to the camera. His long, jet-black hair is loosely tied back with a simple wooden hairpin, a few strands cascading across his neck and pillow. His body rises and falls gently with his steady, deep breathing. A translucent white gauze curtain flutters gently in the breeze from the window. Beside his pillow, a scroll of yellowed rice paper containing a poem unfolds, its ink-stained cursive script faintly visible. As the sound of birdsong gradually rises outside the window, the camera moves steadily and calmly to the right, and the line of sight slowly swings from the scholar's back to the outside of the window, finally revealing a vibrant spring morning scene in the courtyard: several peach trees are in bloom, pink petals dotted on the tender green branches, the ground is covered with a thin layer of morning mist, and a bluestone path winds its way into the distance. In the warm morning light, the whole picture creates a tranquil, poetic atmosphere full of classical oriental aesthetics.", + "seed": 10019, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_7/index_2621_seed_10019_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.044967740681022404, + "vlm_logprob": -0.044967740681022404, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.044967740681022404, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1441553235054016 + ], + "opposite_logprob_tokens": [ + -2.019155263900757 + ], + "logprob_reward": -0.1441553235054016, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1441553235054016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16235096752643585, + 0.08876746147871017, + 0.0597667321562767, + 0.06871222704648972, + 0.027137091383337975, + 0.11913139373064041, + 0.1449897736310959, + 0.0492175929248333, + 0.05878880247473717, + 0.2211378961801529 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.1441553235054016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599940791726112 + ], + "opposite_logprob_tokens": [ + -3.895599842071533 + ], + "logprob_reward": -0.020599940791726112, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599940791726112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18074102699756622, + 0.06256545335054398, + 0.12027938663959503, + 0.10542335361242294, + 0.027842659503221512, + 0.16712252795696259, + 0.08275619894266129, + 0.05166902393102646, + 0.03170875459909439, + 0.16989164054393768 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.020599940791726112 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076509952545166 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.011076509952545166, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076509952545166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7344021201133728, + 0.018059182912111282, + 0.02623990923166275, + 0.04012290760874748, + 0.037175316363573074, + 0.027087831869721413, + 0.027538439258933067, + 0.02754085324704647, + 0.01651407591998577, + 0.045319341123104095 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.011076509952545166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305906221270561 + ], + "opposite_logprob_tokens": [ + -3.1680591106414795 + ], + "logprob_reward": -0.04305906221270561, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305906221270561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4469814598560333, + 0.05426274985074997, + 0.04940537363290787, + 0.1104520857334137, + 0.03360571712255478, + 0.039209943264722824, + 0.05175083130598068, + 0.03742513060569763, + 0.018852047622203827, + 0.1580546647310257 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.04305906221270561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19202446937561035, + 0.04863595589995384, + 0.04245319589972496, + 0.05523816868662834, + 0.03461169824004173, + 0.3335852324962616, + 0.06325243413448334, + 0.09948930889368057, + 0.04562341794371605, + 0.0850861668586731 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.005947866942733526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth camera movement begins, gently advancing from the outside of the thatched cottage, through a half-open, rustic wooden window carved with simple patterns, and into the interior. The first rays of soft morning sunlight filter through the window lattice, casting dappled shadows on the dark wooden floor and a rustic, solid-wood bed. On the bed, a scholar, dressed in a pale blue, wide-sleeved, cotton-linen, ancient-style robe, lies asleep on his side, his back to the camera. His long, jet-black hair is loosely tied back with a simple wooden hairpin, a few strands cascading across his neck and pillow. His body rises and falls gently with his steady, deep breathing. A translucent white gauze curtain flutters gently in the breeze from the window. Beside his pillow, a scroll of yellowed rice paper containing a poem unfolds, its ink-stained cursive script faintly visible. As the sound of birdsong gradually rises outside the window, the camera moves steadily and calmly to the right, and the line of sight slowly swings from the scholar's back to the outside of the window, finally revealing a vibrant spring morning scene in the courtyard: several peach trees are in bloom, pink petals dotted on the tender green branches, the ground is covered with a thin layer of morning mist, and a bluestone path winds its way into the distance. In the warm morning light, the whole picture creates a tranquil, poetic atmosphere full of classical oriental aesthetics.", + "seed": 10020, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_7/index_2621_seed_10020_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09215721487998962, + "vlm_logprob": -0.09215721487998962, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.09215721487998962, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2026839256286621 + ], + "opposite_logprob_tokens": [ + -1.702683925628662 + ], + "logprob_reward": -0.2026839256286621, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2026839256286621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035613033920526505, + 0.8696216940879822, + 0.019317489117383957, + 0.003970213234424591, + 0.019910069182515144, + 0.01246671099215746, + 0.003957546781748533, + 0.009075489826500416, + 0.018308529630303383, + 0.00775925163179636 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.2026839256286621 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206935651600361 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206935651600361, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206935651600361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03982282057404518, + 0.03154737129807472, + 0.029982272535562515, + 0.06723485141992569, + 0.25166594982147217, + 0.02939422056078911, + 0.022645559161901474, + 0.10935923457145691, + 0.36938416957855225, + 0.04896356537938118 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.014206935651600361 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541004456579685 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012541004456579685, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541004456579685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05548189580440521, + 0.2817704379558563, + 0.0665271133184433, + 0.07676411420106888, + 0.05634840577840805, + 0.0304369255900383, + 0.0262535959482193, + 0.1607125848531723, + 0.18773147463798523, + 0.057973410934209824 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.012541004456579685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979751117527485 + ], + "opposite_logprob_tokens": [ + -3.5297975540161133 + ], + "logprob_reward": -0.02979751117527485, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979751117527485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042510759085416794, + 0.7347381711006165, + 0.06779632717370987, + 0.01792070083320141, + 0.02039097435772419, + 0.015164155513048172, + 0.013773844577372074, + 0.031152985990047455, + 0.0325295589864254, + 0.024022525176405907 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.02979751117527485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a thatched cottage with a rustic wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a scholar wearing a pale blue, wide-sleeved, ancient-style robe lying asleep on a bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent white gauze curtain visible fluttering near the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a yellowed rice paper scroll with faintly visible ink script placed beside the scholar's pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from the interior to reveal a courtyard with blooming peach trees and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155669748783112 + ], + "opposite_logprob_tokens": [ + -1.70155668258667 + ], + "logprob_reward": -0.20155669748783112, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155669748783112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03654571995139122, + 0.43037474155426025, + 0.06036071851849556, + 0.17414824664592743, + 0.0275057815015316, + 0.027402129024267197, + 0.016958994790911674, + 0.029039770364761353, + 0.1234995573759079, + 0.07416439056396484 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.20155669748783112 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_8/index_tensor([1827, 1827])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_8/index_tensor([1827, 1827])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..93e284d8506aa0641f979b4c66b430bc54908a69 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_8/index_tensor([1827, 1827])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, the camera trembling slightly with the unsteadiness of a handheld shot, captures a massive, multi-segmented creature exploring the floor of a deep cave. The environment is composed entirely of rough, sharp-edged pixelated blocks, with the floor and walls adorned in a blend of dark gray, brown, and dusky purple. The only glimmer of light comes from scattered, shimmering blue pixels, casting long, dynamic, pixelated shadows. The creature's massive body is composed of segments of a sleek, jet-black carapace, which, in the dim light, reflects a shifting, iridescent sheen similar to petroleum. Countless slender, sharp, articulated legs swirl in unison on either side of its body in a hypnotic, undulating rhythm, propelling it calmly across the pixelated ground. Occasionally, it pauses, slightly raising its head as if to sense its surroundings. The erratic camera movement contrasts sharply with the creature's rhythmic, relentless movement. Combined with the unique visual style of pixel art and the eerie lighting and shadows, it creates a powerful, unsettling sense of exploration.", + "seed": 33122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_8/index_1827_seed_33122_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10801859275670722, + "vlm_logprob": -0.10801859275670722, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.10801859275670722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2548806667327881 + ], + "opposite_logprob_tokens": [ + -1.504880666732788 + ], + "logprob_reward": -0.2548806667327881, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2548806667327881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07999537140130997, + 0.03284880518913269, + 0.06522457301616669, + 0.048823751509189606, + 0.03817000612616539, + 0.03847203031182289, + 0.013100171461701393, + 0.6642663478851318, + 0.010915394872426987, + 0.008183581754565239 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.2548806667327881 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604052633047104 + ], + "opposite_logprob_tokens": [ + -1.9104052782058716 + ], + "logprob_reward": -0.1604052633047104, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604052633047104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11146530508995056, + 0.030141158029437065, + 0.34923842549324036, + 0.037970468401908875, + 0.08646877110004425, + 0.015714682638645172, + 0.015268025919795036, + 0.3064476549625397, + 0.010877298191189766, + 0.03640817850828171 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.1604052633047104 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008152975351549685 + ], + "opposite_logprob_tokens": [ + -7.125815391540527 + ], + "logprob_reward": -0.0008152975351549685, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008152975351549685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1617969572544098, + 0.06759503483772278, + 0.05587198585271835, + 0.029642386361956596, + 0.039843566715717316, + 0.028071371838450432, + 0.023700358346104622, + 0.548419177532196, + 0.019159097224473953, + 0.02590005286037922 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0008152975351549685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069082655012608 + ], + "opposite_logprob_tokens": [ + -4.511069297790527 + ], + "logprob_reward": -0.011069082655012608, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069082655012608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05389108136296272, + 0.04896049201488495, + 0.23240216076374054, + 0.10623011738061905, + 0.1037086695432663, + 0.04795901104807854, + 0.04760071635246277, + 0.29944366216659546, + 0.025235198438167572, + 0.03456888347864151 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.011069082655012608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292265355587006 + ], + "opposite_logprob_tokens": [ + -2.2379226684570312 + ], + "logprob_reward": -0.11292265355587006, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292265355587006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06446675211191177, + 0.022986626252532005, + 0.14154298603534698, + 0.015795107930898666, + 0.02861812151968479, + 0.03166840597987175, + 0.019680343568325043, + 0.6567856669425964, + 0.009648042730987072, + 0.008807964622974396 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.11292265355587006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, the camera trembling slightly with the unsteadiness of a handheld shot, captures a massive, multi-segmented creature exploring the floor of a deep cave. The environment is composed entirely of rough, sharp-edged pixelated blocks, with the floor and walls adorned in a blend of dark gray, brown, and dusky purple. The only glimmer of light comes from scattered, shimmering blue pixels, casting long, dynamic, pixelated shadows. The creature's massive body is composed of segments of a sleek, jet-black carapace, which, in the dim light, reflects a shifting, iridescent sheen similar to petroleum. Countless slender, sharp, articulated legs swirl in unison on either side of its body in a hypnotic, undulating rhythm, propelling it calmly across the pixelated ground. Occasionally, it pauses, slightly raising its head as if to sense its surroundings. The erratic camera movement contrasts sharply with the creature's rhythmic, relentless movement. Combined with the unique visual style of pixel art and the eerie lighting and shadows, it creates a powerful, unsettling sense of exploration.", + "seed": 33123, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_8/index_1827_seed_33123_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19088708865456283, + "vlm_logprob": -0.19088708865456283, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.19088708865456283, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8279433250427246 + ], + "opposite_logprob_tokens": [ + -0.5779433250427246 + ], + "logprob_reward": -0.8279433250427246, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8279433250427246, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.047049108892679214, + 0.043678369373083115, + 0.06820307672023773, + 0.017242001369595528, + 0.03337057679891586, + 0.06984174251556396, + 0.5854166150093079, + 0.025238536298274994, + 0.029272915795445442, + 0.0806870236992836 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.8279433250427246 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029812784865498543 + ], + "opposite_logprob_tokens": [ + -3.529812812805176 + ], + "logprob_reward": -0.029812784865498543, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029812784865498543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07555682212114334, + 0.08671252429485321, + 0.19233237206935883, + 0.015512332320213318, + 0.058609604835510254, + 0.05991992726922035, + 0.16469654440879822, + 0.0124508086591959, + 0.037741854786872864, + 0.2964671850204468 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.029812784865498543 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017119289841502905 + ], + "opposite_logprob_tokens": [ + -6.376711845397949 + ], + "logprob_reward": -0.0017119289841502905, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017119289841502905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050379153341054916, + 0.06278958171606064, + 0.05806959420442581, + 0.024534838274121284, + 0.04212493449449539, + 0.03904867544770241, + 0.40115049481391907, + 0.01709427870810032, + 0.01355566643178463, + 0.2912527024745941 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.0017119289841502905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942771211266518 + ], + "opposite_logprob_tokens": [ + -5.1309428215026855 + ], + "logprob_reward": -0.005942771211266518, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942771211266518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036786071956157684, + 0.026544244959950447, + 0.054041288793087006, + 0.012614843435585499, + 0.04050179570913315, + 0.01925634779036045, + 0.2904444932937622, + 0.01188296265900135, + 0.03398182615637779, + 0.47394606471061707 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.005942771211266518 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890246331691742 + ], + "opposite_logprob_tokens": [ + -2.464024543762207 + ], + "logprob_reward": -0.0890246331691742, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890246331691742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04329020902514458, + 0.04702724888920784, + 0.03873104602098465, + 0.019366037100553513, + 0.030055953189730644, + 0.024349462240934372, + 0.16848492622375488, + 0.01078428328037262, + 0.03258794546127319, + 0.5853228569030762 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.0890246331691742 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, the camera trembling slightly with the unsteadiness of a handheld shot, captures a massive, multi-segmented creature exploring the floor of a deep cave. The environment is composed entirely of rough, sharp-edged pixelated blocks, with the floor and walls adorned in a blend of dark gray, brown, and dusky purple. The only glimmer of light comes from scattered, shimmering blue pixels, casting long, dynamic, pixelated shadows. The creature's massive body is composed of segments of a sleek, jet-black carapace, which, in the dim light, reflects a shifting, iridescent sheen similar to petroleum. Countless slender, sharp, articulated legs swirl in unison on either side of its body in a hypnotic, undulating rhythm, propelling it calmly across the pixelated ground. Occasionally, it pauses, slightly raising its head as if to sense its surroundings. The erratic camera movement contrasts sharply with the creature's rhythmic, relentless movement. Combined with the unique visual style of pixel art and the eerie lighting and shadows, it creates a powerful, unsettling sense of exploration.", + "seed": 33124, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_8/index_1827_seed_33124_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2182600654195994, + "vlm_logprob": -0.2182600654195994, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.2182600654195994, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7609589099884033 + ], + "opposite_logprob_tokens": [ + -0.6359589099884033 + ], + "logprob_reward": -0.7609589099884033, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7609589099884033, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4230710566043854, + 0.06740284711122513, + 0.1310814470052719, + 0.03903881087899208, + 0.04004249349236488, + 0.09311391413211823, + 0.053301144391298294, + 0.022981228306889534, + 0.11276664584875107, + 0.017200421541929245 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.7609589099884033 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256026268005371 + ], + "opposite_logprob_tokens": [ + -1.600602626800537 + ], + "logprob_reward": -0.2256026268005371, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256026268005371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6187928318977356, + 0.056729916483163834, + 0.06578528136014938, + 0.08237848430871964, + 0.01863185502588749, + 0.03140195459127426, + 0.054901570081710815, + 0.03994172811508179, + 0.014925324358046055, + 0.01651100069284439 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.2256026268005371 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002490278100594878 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.002490278100594878, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002490278100594878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08635293692350388, + 0.10398583859205246, + 0.278012752532959, + 0.17623507976531982, + 0.06992479413747787, + 0.041084203869104385, + 0.07077278941869736, + 0.09491690248250961, + 0.05292334780097008, + 0.025791404768824577 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.002490278100594878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232793390750885 + ], + "opposite_logprob_tokens": [ + -3.7732794284820557 + ], + "logprob_reward": -0.0232793390750885, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232793390750885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26208075881004333, + 0.03831399604678154, + 0.08632855862379074, + 0.0452907457947731, + 0.05891483277082443, + 0.04348209127783775, + 0.02528478391468525, + 0.29991042613983154, + 0.0788637325167656, + 0.06153012812137604 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0232793390750885 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896917313337326 + ], + "opposite_logprob_tokens": [ + -2.5789692401885986 + ], + "logprob_reward": -0.07896917313337326, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896917313337326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1581914871931076, + 0.07210034132003784, + 0.038047291338443756, + 0.06240139529109001, + 0.08174232393503189, + 0.0574907511472702, + 0.047787632793188095, + 0.37773555517196655, + 0.07336874306201935, + 0.031134460121393204 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.07896917313337326 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, the camera trembling slightly with the unsteadiness of a handheld shot, captures a massive, multi-segmented creature exploring the floor of a deep cave. The environment is composed entirely of rough, sharp-edged pixelated blocks, with the floor and walls adorned in a blend of dark gray, brown, and dusky purple. The only glimmer of light comes from scattered, shimmering blue pixels, casting long, dynamic, pixelated shadows. The creature's massive body is composed of segments of a sleek, jet-black carapace, which, in the dim light, reflects a shifting, iridescent sheen similar to petroleum. Countless slender, sharp, articulated legs swirl in unison on either side of its body in a hypnotic, undulating rhythm, propelling it calmly across the pixelated ground. Occasionally, it pauses, slightly raising its head as if to sense its surroundings. The erratic camera movement contrasts sharply with the creature's rhythmic, relentless movement. Combined with the unique visual style of pixel art and the eerie lighting and shadows, it creates a powerful, unsettling sense of exploration.", + "seed": 33125, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_8/index_1827_seed_33125_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07828364573651925, + "vlm_logprob": -0.07828364573651925, + "vlm_yes_no_margin": 4.124999988079071, + "vlm_token_credit": -0.07828364573651925, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3157551884651184 + ], + "opposite_logprob_tokens": [ + -1.3157551288604736 + ], + "logprob_reward": -0.3157551884651184, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3157551884651184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0938415452837944, + 0.2354460209608078, + 0.10338269174098969, + 0.051012057811021805, + 0.05570019781589508, + 0.04641124978661537, + 0.11121524125337601, + 0.10883010923862457, + 0.1145569309592247, + 0.07960397750139236 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.3157551884651184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545594945549965 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545594945549965, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545594945549965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1830364316701889, + 0.3064250648021698, + 0.14543002843856812, + 0.045569926500320435, + 0.1317758560180664, + 0.03009694255888462, + 0.06319129467010498, + 0.03824533522129059, + 0.03751252591609955, + 0.018716562539339066 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012545594945549965 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005604841862805188 + ], + "opposite_logprob_tokens": [ + -7.500560283660889 + ], + "logprob_reward": -0.0005604841862805188, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005604841862805188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19764728844165802, + 0.1732097715139389, + 0.11585406959056854, + 0.08323735743761063, + 0.10424324125051498, + 0.07811782509088516, + 0.11659103631973267, + 0.032615114003419876, + 0.06121727079153061, + 0.037266992032527924 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0005604841862805188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621733006089926 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.007621733006089926, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621733006089926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09974078088998795, + 0.17225173115730286, + 0.05175430700182915, + 0.10096653550863266, + 0.07336342334747314, + 0.03664162755012512, + 0.07582861930131912, + 0.1413666009902954, + 0.21463607251644135, + 0.03345031291246414 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.007621733006089926 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video pixel art composed of rough, sharp-edged pixelated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a deep cave with walls and floor colored in dark gray, brown, and dusky purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive, multi-segmented creature with a jet-black carapace and countless slender, sharp legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature move across the ground with legs swirling in a hypnotic, undulating rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with a trembling, handheld motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493522807955742 + ], + "opposite_logprob_tokens": [ + -2.9299352169036865 + ], + "logprob_reward": -0.05493522807955742, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493522807955742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1089814156293869, + 0.29498493671417236, + 0.050994873046875, + 0.06238362565636635, + 0.17372339963912964, + 0.0350257083773613, + 0.037589944899082184, + 0.0970466136932373, + 0.09326516091823578, + 0.04600430279970169 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.05493522807955742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_9/index_tensor([6388, 6388])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_9/index_tensor([6388, 6388])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d80faf45966cb2651bc434fe2356532cc644a59e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_9/index_tensor([6388, 6388])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "warm, still shot, taken from a level angle, transports the viewer to a family dinner filled with the warmth of everyday life. The frame's absolute centerpiece is a bubbling, steaming copper hot pot, its roiling red oil broth swirling with vibrant red chilies and spices. A thick, white vapor rises continuously, softening the edges of the frame. A family sits intimately around a dark, solid wood round table, laden with a variety of fresh ingredients served on white porcelain plates. A kind-faced, gray-haired grandmother, wearing a burgundy Chinese-style buttoned blouse, carefully uses chopsticks to lift a piece of tender, boiled tofu for her young granddaughter, who has pigtails and eager eyes. The little girl, wearing a light yellow sweater, looks up at her grandmother with a rosy face, filled with anticipation. Across from her, a young father, dressed in a simple gray crew-neck shirt and a relaxed smile, listened intently to his wife, who, with shoulder-length hair and a beige sweater, gently shoved a plate of emerald greens toward the center of the table. A warm chandelier hanging directly above the dining table provided the sole source of light, casting a soft glow that focused on the steam from the hot pot and the happy faces of the family. Behind them, the living room backdrop was rendered in a highly blurred, soft-focus effect, with only the faint outlines of the warm yellow walls and bookshelves visible, creating a warm halo. The scene, dominated by gold and red tones, created an atmosphere of profound warmth, intimacy, and a tranquil, lived-in atmosphere.", + "seed": 13992, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_9/index_6388_seed_13992_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16403381302952766, + "vlm_logprob": -0.16403381302952766, + "vlm_yes_no_margin": 2.3749999940395354, + "vlm_token_credit": -0.16403381302952766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02698354981839657 + ], + "opposite_logprob_tokens": [ + -3.6519834995269775 + ], + "logprob_reward": -0.02698354981839657, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02698354981839657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34413397312164307, + 0.11001826077699661, + 0.15901558101177216, + 0.027343150228261948, + 0.05148715525865555, + 0.02082371711730957, + 0.10957488417625427, + 0.07919328659772873, + 0.054788440465927124, + 0.04362158477306366 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02698354981839657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004982978105545 + ], + "opposite_logprob_tokens": [ + -2.69504976272583 + ], + "logprob_reward": -0.07004982978105545, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004982978105545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2839100658893585, + 0.1948128193616867, + 0.08866959810256958, + 0.05055536702275276, + 0.045193981379270554, + 0.0787082388997078, + 0.060646917670965195, + 0.0443161278963089, + 0.08675727248191833, + 0.06642957031726837 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07004982978105545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742704927921295 + ], + "opposite_logprob_tokens": [ + -0.9742704629898071 + ], + "logprob_reward": -0.4742704927921295, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4742704927921295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21463888883590698, + 0.2357526570558548, + 0.0797986313700676, + 0.06060011684894562, + 0.019124628975987434, + 0.13620209693908691, + 0.029059669002890587, + 0.032927148044109344, + 0.1391531229019165, + 0.05274301394820213 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.4742704927921295 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329995296895504 + ], + "opposite_logprob_tokens": [ + -3.7732999324798584 + ], + "logprob_reward": -0.02329995296895504, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329995296895504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22546447813510895, + 0.11938928812742233, + 0.10835503041744232, + 0.052946992218494415, + 0.08288563042879105, + 0.15588903427124023, + 0.13240519165992737, + 0.027408333495259285, + 0.03184538334608078, + 0.06341072171926498 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.02329995296895504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556523978710175 + ], + "opposite_logprob_tokens": [ + -1.6005651950836182 + ], + "logprob_reward": -0.22556523978710175, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556523978710175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3080388903617859, + 0.07765866816043854, + 0.09254976361989975, + 0.01993793621659279, + 0.07283928245306015, + 0.09642210602760315, + 0.0969095379114151, + 0.046446118503808975, + 0.07799925655126572, + 0.11119840294122696 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.22556523978710175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "warm, still shot, taken from a level angle, transports the viewer to a family dinner filled with the warmth of everyday life. The frame's absolute centerpiece is a bubbling, steaming copper hot pot, its roiling red oil broth swirling with vibrant red chilies and spices. A thick, white vapor rises continuously, softening the edges of the frame. A family sits intimately around a dark, solid wood round table, laden with a variety of fresh ingredients served on white porcelain plates. A kind-faced, gray-haired grandmother, wearing a burgundy Chinese-style buttoned blouse, carefully uses chopsticks to lift a piece of tender, boiled tofu for her young granddaughter, who has pigtails and eager eyes. The little girl, wearing a light yellow sweater, looks up at her grandmother with a rosy face, filled with anticipation. Across from her, a young father, dressed in a simple gray crew-neck shirt and a relaxed smile, listened intently to his wife, who, with shoulder-length hair and a beige sweater, gently shoved a plate of emerald greens toward the center of the table. A warm chandelier hanging directly above the dining table provided the sole source of light, casting a soft glow that focused on the steam from the hot pot and the happy faces of the family. Behind them, the living room backdrop was rendered in a highly blurred, soft-focus effect, with only the faint outlines of the warm yellow walls and bookshelves visible, creating a warm halo. The scene, dominated by gold and red tones, created an atmosphere of profound warmth, intimacy, and a tranquil, lived-in atmosphere.", + "seed": 13993, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_9/index_6388_seed_13993_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15843185894191264, + "vlm_logprob": -0.15843185894191264, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.15843185894191264, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18094000220298767 + ], + "opposite_logprob_tokens": [ + -1.80594003200531 + ], + "logprob_reward": -0.18094000220298767, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18094000220298767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2581891417503357, + 0.06278401613235474, + 0.0571395643055439, + 0.13509391248226166, + 0.06811539083719254, + 0.08353035897016525, + 0.2576324939727783, + 0.028543571010231972, + 0.01945468969643116, + 0.029516836628317833 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.18094000220298767 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500179901719093 + ], + "opposite_logprob_tokens": [ + -2.930001735687256 + ], + "logprob_reward": -0.05500179901719093, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500179901719093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19553512334823608, + 0.15711703896522522, + 0.03543459251523018, + 0.06574102491140366, + 0.06871870160102844, + 0.11994495987892151, + 0.06977855414152145, + 0.19364026188850403, + 0.043558716773986816, + 0.05053100734949112 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.05500179901719093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428045928478241 + ], + "opposite_logprob_tokens": [ + -2.0178046226501465 + ], + "logprob_reward": -0.1428045928478241, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428045928478241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19927391409873962, + 0.09044614434242249, + 0.10245370119810104, + 0.17350080609321594, + 0.1332327425479889, + 0.07820393890142441, + 0.07855106890201569, + 0.05940598249435425, + 0.017520707100629807, + 0.06741099804639816 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.1428045928478241 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359083130955696 + ], + "opposite_logprob_tokens": [ + -3.6513590812683105 + ], + "logprob_reward": -0.026359083130955696, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359083130955696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36871203780174255, + 0.06532187014818192, + 0.036539558321237564, + 0.05884541571140289, + 0.02361356094479561, + 0.06359153985977173, + 0.2198362499475479, + 0.04147004708647728, + 0.037134069949388504, + 0.08493564277887344 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.026359083130955696 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38705381751060486 + ], + "opposite_logprob_tokens": [ + -1.1370538473129272 + ], + "logprob_reward": -0.38705381751060486, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38705381751060486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14686241745948792, + 0.15770208835601807, + 0.09762609750032425, + 0.1277446150779724, + 0.07386714220046997, + 0.023432694375514984, + 0.08927877992391586, + 0.08210182189941406, + 0.060654107481241226, + 0.14073029160499573 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.38705381751060486 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "warm, still shot, taken from a level angle, transports the viewer to a family dinner filled with the warmth of everyday life. The frame's absolute centerpiece is a bubbling, steaming copper hot pot, its roiling red oil broth swirling with vibrant red chilies and spices. A thick, white vapor rises continuously, softening the edges of the frame. A family sits intimately around a dark, solid wood round table, laden with a variety of fresh ingredients served on white porcelain plates. A kind-faced, gray-haired grandmother, wearing a burgundy Chinese-style buttoned blouse, carefully uses chopsticks to lift a piece of tender, boiled tofu for her young granddaughter, who has pigtails and eager eyes. The little girl, wearing a light yellow sweater, looks up at her grandmother with a rosy face, filled with anticipation. Across from her, a young father, dressed in a simple gray crew-neck shirt and a relaxed smile, listened intently to his wife, who, with shoulder-length hair and a beige sweater, gently shoved a plate of emerald greens toward the center of the table. A warm chandelier hanging directly above the dining table provided the sole source of light, casting a soft glow that focused on the steam from the hot pot and the happy faces of the family. Behind them, the living room backdrop was rendered in a highly blurred, soft-focus effect, with only the faint outlines of the warm yellow walls and bookshelves visible, creating a warm halo. The scene, dominated by gold and red tones, created an atmosphere of profound warmth, intimacy, and a tranquil, lived-in atmosphere.", + "seed": 13994, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_9/index_6388_seed_13994_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0903660535812378, + "vlm_logprob": -0.0903660535812378, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.0903660535812378, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11456876248121262 + ], + "opposite_logprob_tokens": [ + -2.2395687103271484 + ], + "logprob_reward": -0.11456876248121262, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11456876248121262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3933728337287903, + 0.08214356750249863, + 0.12020295858383179, + 0.052596818655729294, + 0.11310335993766785, + 0.032252680510282516, + 0.044418610632419586, + 0.05310586467385292, + 0.054640211164951324, + 0.054163120687007904 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.11456876248121262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372610732913017 + ], + "opposite_logprob_tokens": [ + -3.408726215362549 + ], + "logprob_reward": -0.03372610732913017, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372610732913017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20719221234321594, + 0.06601949781179428, + 0.10820942372083664, + 0.14138135313987732, + 0.06155179813504219, + 0.06319095194339752, + 0.0951324850320816, + 0.05907662585377693, + 0.11662547290325165, + 0.0816202238202095 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.03372610732913017 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328423038125038 + ], + "opposite_logprob_tokens": [ + -3.7732841968536377 + ], + "logprob_reward": -0.02328423038125038, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328423038125038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16535432636737823, + 0.44552081823349, + 0.102933369576931, + 0.08485690504312515, + 0.028033023700118065, + 0.04067924618721008, + 0.04816676303744316, + 0.03624502941966057, + 0.023912984877824783, + 0.024297481402754784 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.02328423038125038 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037415474653244 + ], + "opposite_logprob_tokens": [ + -2.350374221801758 + ], + "logprob_reward": -0.10037415474653244, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037415474653244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3939032554626465, + 0.10873964428901672, + 0.14457553625106812, + 0.06876225024461746, + 0.045143116265535355, + 0.11563804745674133, + 0.0372360534965992, + 0.02563760057091713, + 0.025347251445055008, + 0.03501729294657707 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.10037415474653244 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987701296806335 + ], + "opposite_logprob_tokens": [ + -1.8048770427703857 + ], + "logprob_reward": -0.17987701296806335, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987701296806335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12312145531177521, + 0.17113639414310455, + 0.04405215010046959, + 0.20267601311206818, + 0.034295085817575455, + 0.07961494475603104, + 0.053105488419532776, + 0.04604450985789299, + 0.06583038717508316, + 0.18012353777885437 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.17987701296806335 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "warm, still shot, taken from a level angle, transports the viewer to a family dinner filled with the warmth of everyday life. The frame's absolute centerpiece is a bubbling, steaming copper hot pot, its roiling red oil broth swirling with vibrant red chilies and spices. A thick, white vapor rises continuously, softening the edges of the frame. A family sits intimately around a dark, solid wood round table, laden with a variety of fresh ingredients served on white porcelain plates. A kind-faced, gray-haired grandmother, wearing a burgundy Chinese-style buttoned blouse, carefully uses chopsticks to lift a piece of tender, boiled tofu for her young granddaughter, who has pigtails and eager eyes. The little girl, wearing a light yellow sweater, looks up at her grandmother with a rosy face, filled with anticipation. Across from her, a young father, dressed in a simple gray crew-neck shirt and a relaxed smile, listened intently to his wife, who, with shoulder-length hair and a beige sweater, gently shoved a plate of emerald greens toward the center of the table. A warm chandelier hanging directly above the dining table provided the sole source of light, casting a soft glow that focused on the steam from the hot pot and the happy faces of the family. Behind them, the living room backdrop was rendered in a highly blurred, soft-focus effect, with only the faint outlines of the warm yellow walls and bookshelves visible, creating a warm halo. The scene, dominated by gold and red tones, created an atmosphere of profound warmth, intimacy, and a tranquil, lived-in atmosphere.", + "seed": 13995, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000080/group_9/index_6388_seed_13995_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06566281393170356, + "vlm_logprob": -0.06566281393170356, + "vlm_yes_no_margin": 2.899999976158142, + "vlm_token_credit": -0.06566281393170356, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0315183661878109 + ], + "opposite_logprob_tokens": [ + -3.5315184593200684 + ], + "logprob_reward": -0.0315183661878109, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0315183661878109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23579302430152893, + 0.08192239701747894, + 0.08075492829084396, + 0.07997629791498184, + 0.09152860194444656, + 0.08061080425977707, + 0.12700805068016052, + 0.06346031278371811, + 0.08927878737449646, + 0.06966684013605118 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0315183661878109 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048682257533073425 + ], + "opposite_logprob_tokens": [ + -3.04868221282959 + ], + "logprob_reward": -0.048682257533073425, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048682257533073425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20822350680828094, + 0.14322055876255035, + 0.20836888253688812, + 0.04589082673192024, + 0.1485453099012375, + 0.041802216321229935, + 0.02992682345211506, + 0.06492595374584198, + 0.038084037601947784, + 0.07101184874773026 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.048682257533073425 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896961271762848 + ], + "opposite_logprob_tokens": [ + -2.578969717025757 + ], + "logprob_reward": -0.07896961271762848, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896961271762848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17847640812397003, + 0.11863991618156433, + 0.27952340245246887, + 0.10328059643507004, + 0.06491755694150925, + 0.03127428889274597, + 0.04344169795513153, + 0.04974137991666794, + 0.04771358147263527, + 0.08299123495817184 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.07896961271762848 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357226073741913 + ], + "opposite_logprob_tokens": [ + -3.6513571739196777 + ], + "logprob_reward": -0.026357226073741913, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357226073741913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14183008670806885, + 0.07303047180175781, + 0.16360385715961456, + 0.25629618763923645, + 0.10125935822725296, + 0.04952215403318405, + 0.08244572579860687, + 0.05261597782373428, + 0.043523531407117844, + 0.03587261587381363 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.026357226073741913 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a bubbling copper hot pot with red oil broth and chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gray-haired grandmother in a burgundy Chinese-style blouse feeding tofu to a young girl with pigtails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young father in a gray crew-neck shirt sitting across from a woman in a beige sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm chandelier directly above the table with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a level angle as a still frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278660714626312 + ], + "opposite_logprob_tokens": [ + -2.0177865028381348 + ], + "logprob_reward": -0.14278660714626312, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14278660714626312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11614666134119034, + 0.055484600365161896, + 0.050812944769859314, + 0.08407635241746902, + 0.14381469786167145, + 0.17816950380802155, + 0.1736585795879364, + 0.04757394641637802, + 0.046515725553035736, + 0.10374696552753448 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.14278660714626312 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_0/index_tensor([3140, 3140])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_0/index_tensor([3140, 3140])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d920e96eb78d67a627982daa0a9b518f679c7d5b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_0/index_tensor([3140, 3140])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene begins with a close-up, focusing on a pair of hands clasped in reverent prayer. Their skin is dry, deeply wrinkled, and veins bulge. The nails are neatly manicured, revealing the wearer's age and self-discipline. Then, with a slow, steady rhythm, the camera tilts upward, slowly sweeping across the monk's ochre-yellow cotton and linen robes, faded from years of wear, the rough texture of the fabric visible in the dim light. Finally, the camera settles on the face of an elderly monk, his shiny crown and deep nasolabial folds bearing witness to a long life of monasticism. He kneels in a dim, ancient temple hall, illuminated only by the flickering flame of a white candle at his side. The warm, yellow light casts dancing shadows on his thin face, making his closed eyes appear even more profound. His gaze was lowered, fixed on the cattail cushion before him, worn smooth and shiny from countless uses. His lips moved ever so slightly, as if whispering long-lost thoughts to an invisible friend. The background was thick, dark wooden beams, blackened by incense. The air was filled with the scent of candle wax, old wood, and a hint of sandalwood. The entire scene was immersed in a solemn, nostalgic, and Zen-like tranquility.", + "seed": 9372, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_0/index_3140_seed_9372_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20088819675147535, + "vlm_logprob": -0.20088819675147535, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.20088819675147535, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026684945449233055 + ], + "opposite_logprob_tokens": [ + -3.6516849994659424 + ], + "logprob_reward": -0.026684945449233055, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026684945449233055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17219163477420807, + 0.12180835008621216, + 0.31692323088645935, + 0.031578876078128815, + 0.15906690061092377, + 0.03375260531902313, + 0.024821313098073006, + 0.031548820436000824, + 0.05244450643658638, + 0.05586378276348114 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.026684945449233055 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586278289556503 + ], + "opposite_logprob_tokens": [ + -3.8955862522125244 + ], + "logprob_reward": -0.020586278289556503, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586278289556503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12560531497001648, + 0.3330703675746918, + 0.14318013191223145, + 0.04535655304789543, + 0.1362360715866089, + 0.04355870559811592, + 0.06055011600255966, + 0.027518300339579582, + 0.02945614792406559, + 0.05546832084655762 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.020586278289556503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328102350234985 + ], + "opposite_logprob_tokens": [ + -0.7578102350234985 + ], + "logprob_reward": -0.6328102350234985, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328102350234985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05810615420341492, + 0.1652546375989914, + 0.14963705837726593, + 0.0778341293334961, + 0.22714202105998993, + 0.05904364213347435, + 0.07430380582809448, + 0.03837338089942932, + 0.042616844177246094, + 0.10768831521272659 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.6328102350234985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28130605816841125 + ], + "opposite_logprob_tokens": [ + -1.4063060283660889 + ], + "logprob_reward": -0.28130605816841125, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28130605816841125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1796294003725052, + 0.30192264914512634, + 0.07457877695560455, + 0.09790156036615372, + 0.06707491725683212, + 0.052103083580732346, + 0.06617452949285507, + 0.04291987791657448, + 0.042110852897167206, + 0.07558432966470718 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.28130605816841125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305346682667732 + ], + "opposite_logprob_tokens": [ + -3.168053388595581 + ], + "logprob_reward": -0.04305346682667732, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305346682667732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20486173033714294, + 0.22330906987190247, + 0.11713659763336182, + 0.05219117924571037, + 0.1808798909187317, + 0.04291081428527832, + 0.06922498345375061, + 0.023627420887351036, + 0.046659331768751144, + 0.03919898718595505 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.04305346682667732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a close-up, focusing on a pair of hands clasped in reverent prayer. Their skin is dry, deeply wrinkled, and veins bulge. The nails are neatly manicured, revealing the wearer's age and self-discipline. Then, with a slow, steady rhythm, the camera tilts upward, slowly sweeping across the monk's ochre-yellow cotton and linen robes, faded from years of wear, the rough texture of the fabric visible in the dim light. Finally, the camera settles on the face of an elderly monk, his shiny crown and deep nasolabial folds bearing witness to a long life of monasticism. He kneels in a dim, ancient temple hall, illuminated only by the flickering flame of a white candle at his side. The warm, yellow light casts dancing shadows on his thin face, making his closed eyes appear even more profound. His gaze was lowered, fixed on the cattail cushion before him, worn smooth and shiny from countless uses. His lips moved ever so slightly, as if whispering long-lost thoughts to an invisible friend. The background was thick, dark wooden beams, blackened by incense. The air was filled with the scent of candle wax, old wood, and a hint of sandalwood. The entire scene was immersed in a solemn, nostalgic, and Zen-like tranquility.", + "seed": 9373, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_0/index_3140_seed_9373_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2299110196530819, + "vlm_logprob": -0.2299110196530819, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.2299110196530819, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05586254596710205 + ], + "opposite_logprob_tokens": [ + -2.9308624267578125 + ], + "logprob_reward": -0.05586254596710205, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05586254596710205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29908284544944763, + 0.04208873584866524, + 0.09511201083660126, + 0.08965615183115005, + 0.045975156128406525, + 0.2002485692501068, + 0.07428711652755737, + 0.025741122663021088, + 0.04819304868578911, + 0.07961532473564148 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.05586254596710205 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645959198474884 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645959198474884, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645959198474884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10381361097097397, + 0.08761392533779144, + 0.0699719712138176, + 0.050788406282663345, + 0.05136094242334366, + 0.27916234731674194, + 0.10004742443561554, + 0.09127487987279892, + 0.12115301191806793, + 0.04481355845928192 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.008645959198474884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933708190917969 + ], + "opposite_logprob_tokens": [ + -0.6933708190917969 + ], + "logprob_reward": -0.6933708190917969, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933708190917969, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05070478841662407, + 0.08552788197994232, + 0.052267756313085556, + 0.12876151502132416, + 0.06767456233501434, + 0.025702012702822685, + 0.09167555719614029, + 0.11499573290348053, + 0.08888547867536545, + 0.29380470514297485 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.6933708190917969 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348617285490036 + ], + "opposite_logprob_tokens": [ + -1.2236173152923584 + ], + "logprob_reward": -0.348617285490036, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.348617285490036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05829635635018349, + 0.04376478120684624, + 0.02267618291079998, + 0.023240678012371063, + 0.03502601757645607, + 0.1351189911365509, + 0.027807170525193214, + 0.03203249350190163, + 0.035064294934272766, + 0.5869730710983276 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.348617285490036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305848851799965 + ], + "opposite_logprob_tokens": [ + -3.168058395385742 + ], + "logprob_reward": -0.04305848851799965, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305848851799965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06140802800655365, + 0.07210273295640945, + 0.016181735321879387, + 0.029823733493685722, + 0.08841792494058609, + 0.3521000146865845, + 0.030767129734158516, + 0.02947649359703064, + 0.019563784822821617, + 0.30015847086906433 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.04305848851799965 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a close-up, focusing on a pair of hands clasped in reverent prayer. Their skin is dry, deeply wrinkled, and veins bulge. The nails are neatly manicured, revealing the wearer's age and self-discipline. Then, with a slow, steady rhythm, the camera tilts upward, slowly sweeping across the monk's ochre-yellow cotton and linen robes, faded from years of wear, the rough texture of the fabric visible in the dim light. Finally, the camera settles on the face of an elderly monk, his shiny crown and deep nasolabial folds bearing witness to a long life of monasticism. He kneels in a dim, ancient temple hall, illuminated only by the flickering flame of a white candle at his side. The warm, yellow light casts dancing shadows on his thin face, making his closed eyes appear even more profound. His gaze was lowered, fixed on the cattail cushion before him, worn smooth and shiny from countless uses. His lips moved ever so slightly, as if whispering long-lost thoughts to an invisible friend. The background was thick, dark wooden beams, blackened by incense. The air was filled with the scent of candle wax, old wood, and a hint of sandalwood. The entire scene was immersed in a solemn, nostalgic, and Zen-like tranquility.", + "seed": 9374, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_0/index_3140_seed_9374_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.28205912075936795, + "vlm_logprob": -0.28205912075936795, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.28205912075936795, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030728192999958992 + ], + "opposite_logprob_tokens": [ + -3.5307281017303467 + ], + "logprob_reward": -0.030728192999958992, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030728192999958992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2640765905380249, + 0.07046842575073242, + 0.08041072636842728, + 0.10874564200639725, + 0.20662975311279297, + 0.19004647433757782, + 0.0247839093208313, + 0.01953868940472603, + 0.02255440130829811, + 0.01274537667632103 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.030728192999958992 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075159192085266 + ], + "opposite_logprob_tokens": [ + -3.1680750846862793 + ], + "logprob_reward": -0.043075159192085266, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075159192085266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14565004408359528, + 0.09226346760988235, + 0.20282740890979767, + 0.15133969485759735, + 0.2698652744293213, + 0.037782493978738785, + 0.032911188900470734, + 0.030371570959687233, + 0.02010834589600563, + 0.016880594193935394 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.043075159192085266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743983745574951 + ], + "opposite_logprob_tokens": [ + -0.4743983745574951 + ], + "logprob_reward": -0.9743983745574951, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743983745574951, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.060842376202344894, + 0.04264853522181511, + 0.1019652709364891, + 0.1802050620317459, + 0.4427567422389984, + 0.07756813615560532, + 0.05414876714348793, + 0.009617061354219913, + 0.011226160451769829, + 0.019021842628717422 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.9743983745574951 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134378492832184 + ], + "opposite_logprob_tokens": [ + -1.313437819480896 + ], + "logprob_reward": -0.3134378492832184, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134378492832184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14979377388954163, + 0.06918075680732727, + 0.13409055769443512, + 0.15313221514225006, + 0.32045990228652954, + 0.035310763865709305, + 0.036173880100250244, + 0.02369416505098343, + 0.018154965713620186, + 0.060009077191352844 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.3134378492832184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048656027764081955 + ], + "opposite_logprob_tokens": [ + -3.0486559867858887 + ], + "logprob_reward": -0.048656027764081955, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048656027764081955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23307383060455322, + 0.1821545511484146, + 0.23968079686164856, + 0.06661634147167206, + 0.1172594279050827, + 0.03464880213141441, + 0.03996448218822479, + 0.02982720173895359, + 0.014490168541669846, + 0.04228435456752777 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.048656027764081955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a close-up, focusing on a pair of hands clasped in reverent prayer. Their skin is dry, deeply wrinkled, and veins bulge. The nails are neatly manicured, revealing the wearer's age and self-discipline. Then, with a slow, steady rhythm, the camera tilts upward, slowly sweeping across the monk's ochre-yellow cotton and linen robes, faded from years of wear, the rough texture of the fabric visible in the dim light. Finally, the camera settles on the face of an elderly monk, his shiny crown and deep nasolabial folds bearing witness to a long life of monasticism. He kneels in a dim, ancient temple hall, illuminated only by the flickering flame of a white candle at his side. The warm, yellow light casts dancing shadows on his thin face, making his closed eyes appear even more profound. His gaze was lowered, fixed on the cattail cushion before him, worn smooth and shiny from countless uses. His lips moved ever so slightly, as if whispering long-lost thoughts to an invisible friend. The background was thick, dark wooden beams, blackened by incense. The air was filled with the scent of candle wax, old wood, and a hint of sandalwood. The entire scene was immersed in a solemn, nostalgic, and Zen-like tranquility.", + "seed": 9375, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_0/index_3140_seed_9375_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24566976204514504, + "vlm_logprob": -0.24566976204514504, + "vlm_yes_no_margin": 2.2749999880790712, + "vlm_token_credit": -0.24566976204514504, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06258805096149445 + ], + "opposite_logprob_tokens": [ + -2.8125879764556885 + ], + "logprob_reward": -0.06258805096149445, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06258805096149445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3693963289260864, + 0.048228468745946884, + 0.13138192892074585, + 0.0479523129761219, + 0.03580423817038536, + 0.10142605751752853, + 0.026515018194913864, + 0.06995269656181335, + 0.08456805348396301, + 0.08477487415075302 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.06258805096149445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791914373636246 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.009791914373636246, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791914373636246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19133272767066956, + 0.12348499149084091, + 0.09059956669807434, + 0.06857535988092422, + 0.06167186424136162, + 0.22352030873298645, + 0.04433568939566612, + 0.05915031582117081, + 0.07199524343013763, + 0.06533399224281311 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.009791914373636246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933743953704834 + ], + "opposite_logprob_tokens": [ + -0.6933743953704834 + ], + "logprob_reward": -0.6933743953704834, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933743953704834, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.100494883954525, + 0.04475771263241768, + 0.0647529736161232, + 0.10122114419937134, + 0.05217155069112778, + 0.13600970804691315, + 0.11358701437711716, + 0.14411935210227966, + 0.15919724106788635, + 0.08368845283985138 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.6933743953704834 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288957715034485 + ], + "opposite_logprob_tokens": [ + -1.0538957118988037 + ], + "logprob_reward": -0.4288957715034485, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4288957715034485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36472076177597046, + 0.060837794095277786, + 0.07747811079025269, + 0.07969917356967926, + 0.05549529194831848, + 0.03942694142460823, + 0.03833606094121933, + 0.061633579432964325, + 0.11079367250204086, + 0.1115785762667656 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.4288957715034485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands shown clasped in prayer with dry, deeply wrinkled skin and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward from the hands to reveal ochre-yellow cotton and linen robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a shiny crown and displaying deep nasolabial folds on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dim, ancient temple hall illuminated by a single white candle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of thick, dark wooden beams blackened by incense?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336986780166626 + ], + "opposite_logprob_tokens": [ + -3.408698558807373 + ], + "logprob_reward": -0.0336986780166626, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336986780166626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4596962630748749, + 0.048867061734199524, + 0.05057460442185402, + 0.1119374930858612, + 0.013412084430456161, + 0.027149861678481102, + 0.0382232628762722, + 0.05039971321821213, + 0.07042517513036728, + 0.12931451201438904 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0336986780166626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_1/index_tensor([5489, 5489])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_1/index_tensor([5489, 5489])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b8d46196892bcc2fbfb846618b9d4f3a75dda6d2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_1/index_tensor([5489, 5489])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The high-speed macro photography video begins with a static, slightly high-angle extreme close-up of a pristine, highly polished chrome tuning fork, positioned horizontally on a completely non-reflective matte black surface that absorbs all light. A single cool white keylight shining from above sculpts the fork's metallic form, casting sharp, mirrored highlights along its smooth curves and stem. Suddenly, a sharp, invisible vibration strikes the fork from the surface, and captured in mesmerizing slow motion, its two tines begin to vibrate violently. They bend outward and inward in an elegant, hypnotic dance, their rapid movement rendered as a beautiful, overlapping motion blur, creating ghostly afterimages that distort the brilliant highlights into flowing streaks of light. Then, the amplitude of the oscillations steadily and deliberately diminishes; the broad, flowing arc of motion contracts, and as the frequency slows, the visible blur gradually disappears, revealing the solid, metallic form of the tines. The vibrations become almost imperceptible, a final, subtle shimmer on the polished surface, before the tines rest completely and perfectly, returning to a silent, sculptural stillness in a focused, clinical, and minimalist scene.", + "seed": 5820, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_1/index_5489_seed_5820_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.32449307199567556, + "vlm_logprob": -0.32449307199567556, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.32449307199567556, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05081349238753319 + ], + "opposite_logprob_tokens": [ + -3.0508134365081787 + ], + "logprob_reward": -0.05081349238753319, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05081349238753319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30232900381088257, + 0.07082775235176086, + 0.08002223074436188, + 0.08993612229824066, + 0.07277673482894897, + 0.06388066709041595, + 0.09487607330083847, + 0.07009747624397278, + 0.027119705453515053, + 0.1281343251466751 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.05081349238753319 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539233684539795 + ], + "opposite_logprob_tokens": [ + -0.4289233386516571 + ], + "logprob_reward": -1.0539233684539795, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539233684539795, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24162881076335907, + 0.09594573080539703, + 0.0695711076259613, + 0.06606415659189224, + 0.03887274116277695, + 0.029560280963778496, + 0.044627558439970016, + 0.10254820436239243, + 0.03276757150888443, + 0.27841389179229736 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -1.0539233684539795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486514389514923 + ], + "opposite_logprob_tokens": [ + -1.22365140914917 + ], + "logprob_reward": -0.3486514389514923, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486514389514923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16426415741443634, + 0.07750914990901947, + 0.08744220435619354, + 0.03761697933077812, + 0.0893368273973465, + 0.038113128393888474, + 0.03928486257791519, + 0.07495594024658203, + 0.22830848395824432, + 0.1631682962179184 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.3486514389514923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647731505334377 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647731505334377, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647731505334377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22299419343471527, + 0.08772368729114532, + 0.04788728430867195, + 0.033329688012599945, + 0.19163665175437927, + 0.11947202682495117, + 0.05579991638660431, + 0.0650583952665329, + 0.1274891048669815, + 0.04860905185341835 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.008647731505334377 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042932868003845 + ], + "opposite_logprob_tokens": [ + -1.9104293584823608 + ], + "logprob_reward": -0.16042932868003845, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042932868003845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1002754271030426, + 0.0415489599108696, + 0.07382508367300034, + 0.03354483097791672, + 0.06702317297458649, + 0.06056782975792885, + 0.03665648028254509, + 0.17060476541519165, + 0.31359031796455383, + 0.10236317664384842 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.16042932868003845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The high-speed macro photography video begins with a static, slightly high-angle extreme close-up of a pristine, highly polished chrome tuning fork, positioned horizontally on a completely non-reflective matte black surface that absorbs all light. A single cool white keylight shining from above sculpts the fork's metallic form, casting sharp, mirrored highlights along its smooth curves and stem. Suddenly, a sharp, invisible vibration strikes the fork from the surface, and captured in mesmerizing slow motion, its two tines begin to vibrate violently. They bend outward and inward in an elegant, hypnotic dance, their rapid movement rendered as a beautiful, overlapping motion blur, creating ghostly afterimages that distort the brilliant highlights into flowing streaks of light. Then, the amplitude of the oscillations steadily and deliberately diminishes; the broad, flowing arc of motion contracts, and as the frequency slows, the visible blur gradually disappears, revealing the solid, metallic form of the tines. The vibrations become almost imperceptible, a final, subtle shimmer on the polished surface, before the tines rest completely and perfectly, returning to a silent, sculptural stillness in a focused, clinical, and minimalist scene.", + "seed": 5821, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_1/index_5489_seed_5821_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3588556945323944, + "vlm_logprob": -0.3588556945323944, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.3588556945323944, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01015567034482956 + ], + "opposite_logprob_tokens": [ + -4.76015567779541 + ], + "logprob_reward": -0.01015567034482956, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01015567034482956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0795709639787674, + 0.15227578580379486, + 0.38010361790657043, + 0.04261305555701256, + 0.03354864567518234, + 0.041686054319143295, + 0.16052164137363434, + 0.06128912419080734, + 0.022491848096251488, + 0.02589917555451393 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.01015567034482956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134211301803589 + ], + "opposite_logprob_tokens": [ + -0.3134211301803589 + ], + "logprob_reward": -1.3134211301803589, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134211301803589, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10768876224756241, + 0.09107045084238052, + 0.05149677023291588, + 0.28069838881492615, + 0.07394415140151978, + 0.1489483267068863, + 0.06730225682258606, + 0.043295904994010925, + 0.10068215429782867, + 0.034872833639383316 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -1.3134211301803589 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387060284614563 + ], + "opposite_logprob_tokens": [ + -1.137060284614563 + ], + "logprob_reward": -0.387060284614563, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.387060284614563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13567045331001282, + 0.07535471767187119, + 0.21500413119792938, + 0.09008536487817764, + 0.036626722663640976, + 0.09566334635019302, + 0.25559088587760925, + 0.03677619993686676, + 0.025463402271270752, + 0.03376474976539612 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.387060284614563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643134772777557 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004643134772777557, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643134772777557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1131872683763504, + 0.155957892537117, + 0.21349436044692993, + 0.0870547965168953, + 0.03585493937134743, + 0.05661647766828537, + 0.14271779358386993, + 0.07626066356897354, + 0.06093538925051689, + 0.0579204186797142 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.004643134772777557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899825274944305 + ], + "opposite_logprob_tokens": [ + -2.578998327255249 + ], + "logprob_reward": -0.07899825274944305, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899825274944305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09816095232963562, + 0.06515371054410934, + 0.12038800120353699, + 0.11479022353887558, + 0.02418932318687439, + 0.04784323275089264, + 0.305821031332016, + 0.043223634362220764, + 0.06054157763719559, + 0.11988821625709534 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.07899825274944305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The high-speed macro photography video begins with a static, slightly high-angle extreme close-up of a pristine, highly polished chrome tuning fork, positioned horizontally on a completely non-reflective matte black surface that absorbs all light. A single cool white keylight shining from above sculpts the fork's metallic form, casting sharp, mirrored highlights along its smooth curves and stem. Suddenly, a sharp, invisible vibration strikes the fork from the surface, and captured in mesmerizing slow motion, its two tines begin to vibrate violently. They bend outward and inward in an elegant, hypnotic dance, their rapid movement rendered as a beautiful, overlapping motion blur, creating ghostly afterimages that distort the brilliant highlights into flowing streaks of light. Then, the amplitude of the oscillations steadily and deliberately diminishes; the broad, flowing arc of motion contracts, and as the frequency slows, the visible blur gradually disappears, revealing the solid, metallic form of the tines. The vibrations become almost imperceptible, a final, subtle shimmer on the polished surface, before the tines rest completely and perfectly, returning to a silent, sculptural stillness in a focused, clinical, and minimalist scene.", + "seed": 5822, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_1/index_5489_seed_5822_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4080608153250068, + "vlm_logprob": -0.4080608153250068, + "vlm_yes_no_margin": 2.625000023841858, + "vlm_token_credit": -0.4080608153250068, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00997829344123602 + ], + "opposite_logprob_tokens": [ + -4.759978294372559 + ], + "logprob_reward": -0.00997829344123602, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00997829344123602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1251104325056076, + 0.11581917107105255, + 0.09883581846952438, + 0.3473125100135803, + 0.06349845230579376, + 0.05660349875688553, + 0.03290560096502304, + 0.05745287239551544, + 0.048076048493385315, + 0.05438554659485817 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.00997829344123602 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048522472381592 + ], + "opposite_logprob_tokens": [ + -0.1798522174358368 + ], + "logprob_reward": -1.8048522472381592, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048522472381592, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1148701161146164, + 0.1590651571750641, + 0.061921074986457825, + 0.26599040627479553, + 0.1111263856291771, + 0.0697740688920021, + 0.0705127865076065, + 0.06129089742898941, + 0.056920647621154785, + 0.028528403490781784 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -1.8048522472381592 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428455114364624 + ], + "opposite_logprob_tokens": [ + -2.017845630645752 + ], + "logprob_reward": -0.1428455114364624, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428455114364624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11446134746074677, + 0.09906326234340668, + 0.07145697623491287, + 0.16315026581287384, + 0.037845585495233536, + 0.08976739645004272, + 0.20472311973571777, + 0.036555707454681396, + 0.1278757005929947, + 0.0551007017493248 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.1428455114364624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036237069871276617 + ], + "opposite_logprob_tokens": [ + -5.6286234855651855 + ], + "logprob_reward": -0.0036237069871276617, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036237069871276617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15305620431900024, + 0.11142144352197647, + 0.098673515021801, + 0.1174173578619957, + 0.12852543592453003, + 0.058042362332344055, + 0.14127054810523987, + 0.0934436097741127, + 0.06152793765068054, + 0.03662163019180298 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0036237069871276617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900431752204895 + ], + "opposite_logprob_tokens": [ + -2.5790042877197266 + ], + "logprob_reward": -0.07900431752204895, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900431752204895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06733196973800659, + 0.11166977137327194, + 0.17213746905326843, + 0.13598841428756714, + 0.04738114774227142, + 0.07915011793375015, + 0.07576479017734528, + 0.09777428954839706, + 0.08930614590644836, + 0.12349586933851242 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.07900431752204895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The high-speed macro photography video begins with a static, slightly high-angle extreme close-up of a pristine, highly polished chrome tuning fork, positioned horizontally on a completely non-reflective matte black surface that absorbs all light. A single cool white keylight shining from above sculpts the fork's metallic form, casting sharp, mirrored highlights along its smooth curves and stem. Suddenly, a sharp, invisible vibration strikes the fork from the surface, and captured in mesmerizing slow motion, its two tines begin to vibrate violently. They bend outward and inward in an elegant, hypnotic dance, their rapid movement rendered as a beautiful, overlapping motion blur, creating ghostly afterimages that distort the brilliant highlights into flowing streaks of light. Then, the amplitude of the oscillations steadily and deliberately diminishes; the broad, flowing arc of motion contracts, and as the frequency slows, the visible blur gradually disappears, revealing the solid, metallic form of the tines. The vibrations become almost imperceptible, a final, subtle shimmer on the polished surface, before the tines rest completely and perfectly, returning to a silent, sculptural stillness in a focused, clinical, and minimalist scene.", + "seed": 5823, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_1/index_5489_seed_5823_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23164919773116707, + "vlm_logprob": -0.23164919773116707, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.23164919773116707, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022098489105701447 + ], + "opposite_logprob_tokens": [ + -3.8970985412597656 + ], + "logprob_reward": -0.022098489105701447, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022098489105701447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039917849004268646, + 0.04984205961227417, + 0.031455185264348984, + 0.16890281438827515, + 0.07541301846504211, + 0.059176474809646606, + 0.05576637014746666, + 0.03357450291514397, + 0.3601325452327728, + 0.12581922113895416 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.022098489105701447 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742515087127686 + ], + "opposite_logprob_tokens": [ + -0.47425150871276855 + ], + "logprob_reward": -0.9742515087127686, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742515087127686, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07559044659137726, + 0.06048762798309326, + 0.16831587255001068, + 0.10146158933639526, + 0.07565637677907944, + 0.03827516734600067, + 0.09365186095237732, + 0.026569079607725143, + 0.3259047865867615, + 0.03408725559711456 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.9742515087127686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904862403869629 + ], + "opposite_logprob_tokens": [ + -2.4640486240386963 + ], + "logprob_reward": -0.08904862403869629, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904862403869629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045576732605695724, + 0.07375048846006393, + 0.08809205889701843, + 0.18550632894039154, + 0.05522629991173744, + 0.08578542619943619, + 0.05843901261687279, + 0.10078171640634537, + 0.26171761751174927, + 0.04512428492307663 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.08904862403869629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028219898231327534 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.0028219898231327534, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028219898231327534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06256493180990219, + 0.06832629442214966, + 0.06380197405815125, + 0.09276596456766129, + 0.0747726783156395, + 0.09361226111650467, + 0.30009856820106506, + 0.06475996971130371, + 0.14584946632385254, + 0.03344789892435074 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.0028219898231327534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a highly polished chrome tuning fork positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface beneath the fork completely non-reflective matte black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tines vibrate violently with outward and inward bending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the motion rendered with overlapping blur creating ghostly afterimages and flowing light streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vibrations gradually diminish in amplitude and frequency until the tines come to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002537697553635 + ], + "opposite_logprob_tokens": [ + -2.6950254440307617 + ], + "logprob_reward": -0.07002537697553635, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002537697553635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0825633555650711, + 0.08347709476947784, + 0.04374120011925697, + 0.11677717417478561, + 0.14248137176036835, + 0.2276640683412552, + 0.09787829220294952, + 0.03371402993798256, + 0.09312983602285385, + 0.0785735696554184 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.07002537697553635 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_10/index_tensor([9487, 9487])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_10/index_tensor([9487, 9487])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ea05fe91c73ae8131ac1ebc7a567234aaf3794a0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_10/index_tensor([9487, 9487])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in extreme, static close-up, an incredibly detailed, clinical time-lapse captures the unsettling eruption of flowers from the spindly, ribbed stem of a rat-tail cactus. The stem itself, rendered in the surreal and unsettling aesthetic of H.R. Giger, looks less like plant matter and more like biomechanical pipes or fused vertebrae, with a cold, oily sheen. As the timelapse progresses, the buds swell and crack open with sickening mechanical precision. From these cracks, vibrant fuchsia petals begin to unfold, not with natural grace but with a slow, biomechanical throb; each petal deliberately peels back, revealing a moist, ribbed texture and a disturbingly complex internal structure. A single, hard light source slowly moves across the frame, causing a deep, sharply defined shadow to crawl across the scene, its creeping motion accentuating the cactus's alien textures and the carapace-like, almost insect-like quality of the blooming petals. The stark contrast between the dark, metallic hues of the Giger-esque stem and the vibrant, bioluminescent magenta of the flowers creates a deeply unsettling and hypnotic atmosphere of clinical body horror and alien beauty.", + "seed": 31321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_10/index_9487_seed_31321_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2851264148950577, + "vlm_logprob": -0.2851264148950577, + "vlm_yes_no_margin": 1.849999976158142, + "vlm_token_credit": -0.2851264148950577, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5270164608955383 + ], + "opposite_logprob_tokens": [ + -0.9020164608955383 + ], + "logprob_reward": -0.5270164608955383, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5270164608955383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21643978357315063, + 0.10254905372858047, + 0.03883296251296997, + 0.49482205510139465, + 0.03209962695837021, + 0.018551068380475044, + 0.014573539607226849, + 0.04305423051118851, + 0.01650405302643776, + 0.022573618218302727 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.5270164608955383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062089625746011734 + ], + "opposite_logprob_tokens": [ + -2.812089681625366 + ], + "logprob_reward": -0.062089625746011734, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062089625746011734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3536311089992523, + 0.1716587245464325, + 0.04752286523580551, + 0.1938887983560562, + 0.09162743389606476, + 0.05067599564790726, + 0.020438147708773613, + 0.017220022156834602, + 0.016238337382674217, + 0.03709852695465088 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.062089625746011734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607857272028923 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.01607857272028923, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607857272028923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1668243706226349, + 0.3627238869667053, + 0.07782776653766632, + 0.1651906967163086, + 0.07109183073043823, + 0.05637167766690254, + 0.02683781273663044, + 0.018454784527420998, + 0.028622178360819817, + 0.026054993271827698 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.01607857272028923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933399438858032 + ], + "opposite_logprob_tokens": [ + -0.6933399438858032 + ], + "logprob_reward": -0.6933399438858032, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933399438858032, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20913401246070862, + 0.10217678546905518, + 0.018220897763967514, + 0.5188904404640198, + 0.03147958219051361, + 0.027589192613959312, + 0.020324980840086937, + 0.034939274191856384, + 0.021757742390036583, + 0.01548711396753788 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.6933399438858032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710747122764587 + ], + "opposite_logprob_tokens": [ + -2.1271073818206787 + ], + "logprob_reward": -0.12710747122764587, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12710747122764587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3242380917072296, + 0.10017275810241699, + 0.04067983478307724, + 0.15191777050495148, + 0.14266012609004974, + 0.06568155437707901, + 0.05182867869734764, + 0.0452696830034256, + 0.04482923448085785, + 0.03272220864892006 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.12710747122764587 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "Shot in extreme, static close-up, an incredibly detailed, clinical time-lapse captures the unsettling eruption of flowers from the spindly, ribbed stem of a rat-tail cactus. The stem itself, rendered in the surreal and unsettling aesthetic of H.R. Giger, looks less like plant matter and more like biomechanical pipes or fused vertebrae, with a cold, oily sheen. As the timelapse progresses, the buds swell and crack open with sickening mechanical precision. From these cracks, vibrant fuchsia petals begin to unfold, not with natural grace but with a slow, biomechanical throb; each petal deliberately peels back, revealing a moist, ribbed texture and a disturbingly complex internal structure. A single, hard light source slowly moves across the frame, causing a deep, sharply defined shadow to crawl across the scene, its creeping motion accentuating the cactus's alien textures and the carapace-like, almost insect-like quality of the blooming petals. The stark contrast between the dark, metallic hues of the Giger-esque stem and the vibrant, bioluminescent magenta of the flowers creates a deeply unsettling and hypnotic atmosphere of clinical body horror and alien beauty.", + "seed": 31322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_10/index_9487_seed_31322_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2428849723190069, + "vlm_logprob": -0.2428849723190069, + "vlm_yes_no_margin": 2.3250000059604643, + "vlm_token_credit": -0.2428849723190069, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.051780182868242264 + ], + "opposite_logprob_tokens": [ + -3.0517802238464355 + ], + "logprob_reward": -0.051780182868242264, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.051780182868242264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23596996068954468, + 0.038002993911504745, + 0.028505828231573105, + 0.0899086445569992, + 0.043428532779216766, + 0.042685408145189285, + 0.1084093376994133, + 0.37536540627479553, + 0.008689619600772858, + 0.02903422899544239 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.051780182868242264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308726266026497 + ], + "opposite_logprob_tokens": [ + -3.1680872440338135 + ], + "logprob_reward": -0.04308726266026497, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308726266026497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23553450405597687, + 0.03660085052251816, + 0.03286831080913544, + 0.061982352286577225, + 0.04094136878848076, + 0.1340326964855194, + 0.19216765463352203, + 0.19911842048168182, + 0.01465598028153181, + 0.05209784209728241 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.04308726266026497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193742260336876 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193742260336876, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018193742260336876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4944929778575897, + 0.03775070980191231, + 0.025189485400915146, + 0.05642402172088623, + 0.05561656877398491, + 0.0927741527557373, + 0.06890251487493515, + 0.12347059696912766, + 0.02802191488444805, + 0.01735701784491539 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.018193742260336876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742547273635864 + ], + "opposite_logprob_tokens": [ + -0.4742547571659088 + ], + "logprob_reward": -0.9742547273635864, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9742547273635864, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3004356026649475, + 0.030792489647865295, + 0.021996350958943367, + 0.07739488035440445, + 0.052640702575445175, + 0.030973359942436218, + 0.09158053249120712, + 0.322338342666626, + 0.04336516931653023, + 0.02848258800804615 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.9742547273635864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710894644260406 + ], + "opposite_logprob_tokens": [ + -2.1271090507507324 + ], + "logprob_reward": -0.12710894644260406, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710894644260406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3235188126564026, + 0.0212154109030962, + 0.029278099536895752, + 0.14654013514518738, + 0.05754626914858818, + 0.01838131807744503, + 0.057366304099559784, + 0.29266536235809326, + 0.020168060436844826, + 0.03332022204995155 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.12710894644260406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "Shot in extreme, static close-up, an incredibly detailed, clinical time-lapse captures the unsettling eruption of flowers from the spindly, ribbed stem of a rat-tail cactus. The stem itself, rendered in the surreal and unsettling aesthetic of H.R. Giger, looks less like plant matter and more like biomechanical pipes or fused vertebrae, with a cold, oily sheen. As the timelapse progresses, the buds swell and crack open with sickening mechanical precision. From these cracks, vibrant fuchsia petals begin to unfold, not with natural grace but with a slow, biomechanical throb; each petal deliberately peels back, revealing a moist, ribbed texture and a disturbingly complex internal structure. A single, hard light source slowly moves across the frame, causing a deep, sharply defined shadow to crawl across the scene, its creeping motion accentuating the cactus's alien textures and the carapace-like, almost insect-like quality of the blooming petals. The stark contrast between the dark, metallic hues of the Giger-esque stem and the vibrant, bioluminescent magenta of the flowers creates a deeply unsettling and hypnotic atmosphere of clinical body horror and alien beauty.", + "seed": 31323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_10/index_9487_seed_31323_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2338781777769327, + "vlm_logprob": -0.2338781777769327, + "vlm_yes_no_margin": 2.274999976158142, + "vlm_token_credit": -0.2338781777769327, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08108405768871307 + ], + "opposite_logprob_tokens": [ + -2.5810840129852295 + ], + "logprob_reward": -0.08108405768871307, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08108405768871307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41793787479400635, + 0.11756163835525513, + 0.08066990226507187, + 0.14986197650432587, + 0.01825392246246338, + 0.024534951895475388, + 0.049342356622219086, + 0.035222377628088, + 0.026271795853972435, + 0.08034326881170273 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.08108405768871307 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868850111961365 + ], + "opposite_logprob_tokens": [ + -3.0486884117126465 + ], + "logprob_reward": -0.04868850111961365, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868850111961365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22220300137996674, + 0.09199758619070053, + 0.051026612520217896, + 0.151305690407753, + 0.061368390917778015, + 0.07031844556331635, + 0.05186976119875908, + 0.11965764313936234, + 0.03157524764537811, + 0.14867760241031647 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.04868850111961365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202939346432686 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014202939346432686, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202939346432686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16058053076267242, + 0.1495651751756668, + 0.07843519002199173, + 0.0700240433216095, + 0.08475930243730545, + 0.0567622110247612, + 0.03170281648635864, + 0.14992192387580872, + 0.048695556819438934, + 0.16955320537090302 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.014202939346432686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983017206192017 + ], + "opposite_logprob_tokens": [ + -0.5233017206192017 + ], + "logprob_reward": -0.8983017206192017, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983017206192017, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24482128024101257, + 0.09449592232704163, + 0.0597977340221405, + 0.19585981965065002, + 0.051882561296224594, + 0.04202241823077202, + 0.08685740828514099, + 0.0664253830909729, + 0.08614634722471237, + 0.071691133081913 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.8983017206192017 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711367011070251 + ], + "opposite_logprob_tokens": [ + -2.1271135807037354 + ], + "logprob_reward": -0.12711367011070251, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12711367011070251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1967950165271759, + 0.10139498114585876, + 0.035111844539642334, + 0.09700100868940353, + 0.09735831618309021, + 0.04593760892748833, + 0.07449677586555481, + 0.03495996817946434, + 0.08627500385046005, + 0.23066948354244232 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.12711367011070251 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "Shot in extreme, static close-up, an incredibly detailed, clinical time-lapse captures the unsettling eruption of flowers from the spindly, ribbed stem of a rat-tail cactus. The stem itself, rendered in the surreal and unsettling aesthetic of H.R. Giger, looks less like plant matter and more like biomechanical pipes or fused vertebrae, with a cold, oily sheen. As the timelapse progresses, the buds swell and crack open with sickening mechanical precision. From these cracks, vibrant fuchsia petals begin to unfold, not with natural grace but with a slow, biomechanical throb; each petal deliberately peels back, revealing a moist, ribbed texture and a disturbingly complex internal structure. A single, hard light source slowly moves across the frame, causing a deep, sharply defined shadow to crawl across the scene, its creeping motion accentuating the cactus's alien textures and the carapace-like, almost insect-like quality of the blooming petals. The stark contrast between the dark, metallic hues of the Giger-esque stem and the vibrant, bioluminescent magenta of the flowers creates a deeply unsettling and hypnotic atmosphere of clinical body horror and alien beauty.", + "seed": 31324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_10/index_9487_seed_31324_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21899903565645218, + "vlm_logprob": -0.21899903565645218, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.21899903565645218, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.032977357506752014 + ], + "opposite_logprob_tokens": [ + -3.532977342605591 + ], + "logprob_reward": -0.032977357506752014, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.032977357506752014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12593935430049896, + 0.10292720049619675, + 0.0627526044845581, + 0.03557199239730835, + 0.08030429482460022, + 0.1552555114030838, + 0.04751007258892059, + 0.09035515785217285, + 0.054971203207969666, + 0.2444126307964325 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.032977357506752014 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308920353651047 + ], + "opposite_logprob_tokens": [ + -3.1680891513824463 + ], + "logprob_reward": -0.04308920353651047, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308920353651047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2918953597545624, + 0.09299162775278091, + 0.06157609075307846, + 0.12108340859413147, + 0.05283089354634285, + 0.06987137347459793, + 0.09805220365524292, + 0.052676063030958176, + 0.061397530138492584, + 0.09762547165155411 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.04308920353651047 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637940347194672 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.007637940347194672, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637940347194672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3955223262310028, + 0.05616585537791252, + 0.06383201479911804, + 0.1762228161096573, + 0.05873166397213936, + 0.07812774926424026, + 0.05493966490030289, + 0.03751067444682121, + 0.02669014409184456, + 0.05225706472992897 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.007637940347194672 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983004093170166 + ], + "opposite_logprob_tokens": [ + -0.5233004093170166 + ], + "logprob_reward": -0.8983004093170166, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983004093170166, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.30393335223197937, + 0.0843556597828865, + 0.08712244778871536, + 0.1373317837715149, + 0.05972238630056381, + 0.03249913454055786, + 0.05410757660865784, + 0.07936549931764603, + 0.07137205451726913, + 0.0901900976896286 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.8983004093170166 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up of a rat-tail cactus stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stem exhibit a biomechanical appearance resembling pipes or fused vertebrae with a cold, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant fuchsia petals unfold from cracks in the stem with a slow, biomechanical motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single hard light source that moves slowly across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep, sharply defined shadow crawl across the scene as the light source moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11299026757478714 + ], + "opposite_logprob_tokens": [ + -2.237990379333496 + ], + "logprob_reward": -0.11299026757478714, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11299026757478714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26208722591400146, + 0.07955712080001831, + 0.04073435440659523, + 0.09015794098377228, + 0.05210524797439575, + 0.03633074834942818, + 0.09691700339317322, + 0.059471890330314636, + 0.033906999975442886, + 0.24873141944408417 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.11299026757478714 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_11/index_tensor([2023, 2023])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_11/index_tensor([2023, 2023])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..75cf67ef80d74281598e22d1c1575ceacf962282 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_11/index_tensor([2023, 2023])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "violently trembling medium close-up shot fixes on a muscular figure clad in red and gold high-tech armor. The suit's smooth metal surface reflects the faint, cool light of the dim environment. The streamlined, bright red armor plates and gleaming gold trim create a powerful silhouette, and the intricate mechanical seams are clearly visible. With a crisp, mechanical click, the armor on his chest suddenly springs open from the center to the sides, revealing the profound mechanical structure within. Almost instantly, countless brilliant cyan-blue digital particles, interspersed with flowing binary code and tiny geometric shapes, burst forth explosively from within like a flood. These particles rapidly swirl and converge in the air, ultimately reorganizing into an incredibly complex holographic energy core. This constantly rotating energy sphere emanates an intense, steady glow, with countless energy streams whirling through it like lightning. Its dazzling radiance becomes the primary light source for the entire frame, illuminating the interior of the suit and casting dynamic shadows on the figure, creating a tense atmosphere of sudden, explosive power and immense visual impact.", + "seed": 14137, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_11/index_2023_seed_14137_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0046526801539585, + "vlm_logprob": -0.0046526801539585, + "vlm_yes_no_margin": 5.875, + "vlm_token_credit": -0.0046526801539585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032130067702382803 + ], + "opposite_logprob_tokens": [ + -6.003212928771973 + ], + "logprob_reward": -0.0032130067702382803, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0032130067702382803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18330347537994385, + 0.1390502154827118, + 0.05192805081605911, + 0.18128153681755066, + 0.04390447586774826, + 0.04925927519798279, + 0.029630495235323906, + 0.12472924590110779, + 0.10213514417409897, + 0.09477811306715012 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0032130067702382803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212576672434807 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.014212576672434807, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212576672434807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20038288831710815, + 0.14632005989551544, + 0.1388937085866928, + 0.08539953827857971, + 0.06557246297597885, + 0.11762556433677673, + 0.029116788879036903, + 0.059514742344617844, + 0.07190006971359253, + 0.0852740928530693 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014212576672434807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001720854314044118 + ], + "opposite_logprob_tokens": [ + -6.376720905303955 + ], + "logprob_reward": -0.001720854314044118, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001720854314044118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1165357381105423, + 0.23239116370677948, + 0.08598501235246658, + 0.08766341954469681, + 0.09881498664617538, + 0.11547529697418213, + 0.026921402662992477, + 0.06303590536117554, + 0.0757814273238182, + 0.0973956435918808 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.001720854314044118 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000922849983908236 + ], + "opposite_logprob_tokens": [ + -7.000922679901123 + ], + "logprob_reward": -0.000922849983908236, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000922849983908236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06255362182855606, + 0.22910690307617188, + 0.05094943568110466, + 0.07355526089668274, + 0.04939403384923935, + 0.14008376002311707, + 0.02875274419784546, + 0.13473041355609894, + 0.11786580830812454, + 0.1130080446600914 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.000922849983908236 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003194113029167056 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.003194113029167056, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003194113029167056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06159543991088867, + 0.0626363679766655, + 0.09964975714683533, + 0.2921322286128998, + 0.06130566820502281, + 0.07558726519346237, + 0.0326269194483757, + 0.10555337369441986, + 0.064422607421875, + 0.1444903314113617 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.003194113029167056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "violently trembling medium close-up shot fixes on a muscular figure clad in red and gold high-tech armor. The suit's smooth metal surface reflects the faint, cool light of the dim environment. The streamlined, bright red armor plates and gleaming gold trim create a powerful silhouette, and the intricate mechanical seams are clearly visible. With a crisp, mechanical click, the armor on his chest suddenly springs open from the center to the sides, revealing the profound mechanical structure within. Almost instantly, countless brilliant cyan-blue digital particles, interspersed with flowing binary code and tiny geometric shapes, burst forth explosively from within like a flood. These particles rapidly swirl and converge in the air, ultimately reorganizing into an incredibly complex holographic energy core. This constantly rotating energy sphere emanates an intense, steady glow, with countless energy streams whirling through it like lightning. Its dazzling radiance becomes the primary light source for the entire frame, illuminating the interior of the suit and casting dynamic shadows on the figure, creating a tense atmosphere of sudden, explosive power and immense visual impact.", + "seed": 14138, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_11/index_2023_seed_14138_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013471859693527221, + "vlm_logprob": -0.013471859693527221, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.013471859693527221, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021086907014250755 + ], + "opposite_logprob_tokens": [ + -3.8960869312286377 + ], + "logprob_reward": -0.021086907014250755, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021086907014250755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18651336431503296, + 0.06736583262681961, + 0.4392094314098358, + 0.03811638802289963, + 0.03592856600880623, + 0.050715409219264984, + 0.0379873625934124, + 0.06703493744134903, + 0.03969748690724373, + 0.03743123635649681 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.021086907014250755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038118645548820496 + ], + "opposite_logprob_tokens": [ + -3.288118600845337 + ], + "logprob_reward": -0.038118645548820496, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038118645548820496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18689484894275665, + 0.062352895736694336, + 0.14482568204402924, + 0.07239566743373871, + 0.07196386903524399, + 0.05627823621034622, + 0.10057283192873001, + 0.1587376743555069, + 0.11135270446538925, + 0.03462556377053261 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.038118645548820496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032011240255087614 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.0032011240255087614, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032011240255087614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12098535150289536, + 0.09901279211044312, + 0.41932472586631775, + 0.06506197154521942, + 0.05695605278015137, + 0.04151470959186554, + 0.050669971853494644, + 0.06562548130750656, + 0.06929489970207214, + 0.01155407726764679 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0032011240255087614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013371107634156942 + ], + "opposite_logprob_tokens": [ + -6.626337051391602 + ], + "logprob_reward": -0.0013371107634156942, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013371107634156942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10106977075338364, + 0.07674304395914078, + 0.42905738949775696, + 0.044219259172677994, + 0.03887948393821716, + 0.13689295947551727, + 0.06656371802091599, + 0.030123772099614143, + 0.05439552664756775, + 0.02205512672662735 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.0013371107634156942 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615511115640402 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.003615511115640402, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615511115640402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.250912606716156, + 0.0841711014509201, + 0.10127381235361099, + 0.11646351963281631, + 0.10008559376001358, + 0.05388909950852394, + 0.0781639888882637, + 0.06478612869977951, + 0.08134366571903229, + 0.06891044229269028 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.003615511115640402 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "violently trembling medium close-up shot fixes on a muscular figure clad in red and gold high-tech armor. The suit's smooth metal surface reflects the faint, cool light of the dim environment. The streamlined, bright red armor plates and gleaming gold trim create a powerful silhouette, and the intricate mechanical seams are clearly visible. With a crisp, mechanical click, the armor on his chest suddenly springs open from the center to the sides, revealing the profound mechanical structure within. Almost instantly, countless brilliant cyan-blue digital particles, interspersed with flowing binary code and tiny geometric shapes, burst forth explosively from within like a flood. These particles rapidly swirl and converge in the air, ultimately reorganizing into an incredibly complex holographic energy core. This constantly rotating energy sphere emanates an intense, steady glow, with countless energy streams whirling through it like lightning. Its dazzling radiance becomes the primary light source for the entire frame, illuminating the interior of the suit and casting dynamic shadows on the figure, creating a tense atmosphere of sudden, explosive power and immense visual impact.", + "seed": 14139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_11/index_2023_seed_14139_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.00400920317042619, + "vlm_logprob": -0.00400920317042619, + "vlm_yes_no_margin": 6.05, + "vlm_token_credit": -0.00400920317042619, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002510849852114916 + ], + "opposite_logprob_tokens": [ + -6.627511024475098 + ], + "logprob_reward": -0.002510849852114916, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.002510849852114916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26198258996009827, + 0.06581708043813705, + 0.046642765402793884, + 0.05588534474372864, + 0.09255164861679077, + 0.0386013388633728, + 0.059082992374897, + 0.10987651348114014, + 0.13218355178833008, + 0.13737617433071136 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.002510849852114916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543829157948494 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543829157948494, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543829157948494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11660832166671753, + 0.06772254407405853, + 0.07576734572649002, + 0.06903747469186783, + 0.12193141877651215, + 0.13891597092151642, + 0.06369782984256744, + 0.06450846791267395, + 0.04524918645620346, + 0.23656143248081207 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.012543829157948494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001718117156997323 + ], + "opposite_logprob_tokens": [ + -6.376718044281006 + ], + "logprob_reward": -0.001718117156997323, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001718117156997323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19625867903232574, + 0.1301078498363495, + 0.11495057493448257, + 0.05969681218266487, + 0.07463809847831726, + 0.047752637416124344, + 0.07005879282951355, + 0.09438474476337433, + 0.10434173047542572, + 0.10781006515026093 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.001718117156997323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335444045253098 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335444045253098, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335444045253098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24911227822303772, + 0.18640537559986115, + 0.06600145250558853, + 0.04781356453895569, + 0.05196332558989525, + 0.06882967799901962, + 0.05502888187766075, + 0.11217154562473297, + 0.10088782757520676, + 0.06178606301546097 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.001335444045253098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019377756398171186 + ], + "opposite_logprob_tokens": [ + -6.2519378662109375 + ], + "logprob_reward": -0.0019377756398171186, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019377756398171186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11728734523057938, + 0.12315834313631058, + 0.09693268686532974, + 0.11839258670806885, + 0.08100759983062744, + 0.06251005828380585, + 0.057017650455236435, + 0.13869233429431915, + 0.14893634617328644, + 0.05606507137417793 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.0019377756398171186 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "violently trembling medium close-up shot fixes on a muscular figure clad in red and gold high-tech armor. The suit's smooth metal surface reflects the faint, cool light of the dim environment. The streamlined, bright red armor plates and gleaming gold trim create a powerful silhouette, and the intricate mechanical seams are clearly visible. With a crisp, mechanical click, the armor on his chest suddenly springs open from the center to the sides, revealing the profound mechanical structure within. Almost instantly, countless brilliant cyan-blue digital particles, interspersed with flowing binary code and tiny geometric shapes, burst forth explosively from within like a flood. These particles rapidly swirl and converge in the air, ultimately reorganizing into an incredibly complex holographic energy core. This constantly rotating energy sphere emanates an intense, steady glow, with countless energy streams whirling through it like lightning. Its dazzling radiance becomes the primary light source for the entire frame, illuminating the interior of the suit and casting dynamic shadows on the figure, creating a tense atmosphere of sudden, explosive power and immense visual impact.", + "seed": 14140, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_11/index_2023_seed_14140_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007649103621952235, + "vlm_logprob": -0.007649103621952235, + "vlm_yes_no_margin": 5.45, + "vlm_token_credit": -0.007649103621952235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007788054645061493 + ], + "opposite_logprob_tokens": [ + -5.007788181304932 + ], + "logprob_reward": -0.007788054645061493, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007788054645061493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1280122697353363, + 0.09130273759365082, + 0.21455253660678864, + 0.08599243313074112, + 0.3003045320510864, + 0.06859008967876434, + 0.05248240381479263, + 0.01848587952554226, + 0.01950722001492977, + 0.020769907161593437 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.007788054645061493 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304728791117668 + ], + "opposite_logprob_tokens": [ + -3.7733047008514404 + ], + "logprob_reward": -0.023304728791117668, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304728791117668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33540990948677063, + 0.04370729252696037, + 0.17544135451316833, + 0.03247203677892685, + 0.20297542214393616, + 0.08253823220729828, + 0.07820181548595428, + 0.013698250986635685, + 0.022229572758078575, + 0.013326122425496578 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.023304728791117668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010469438275322318 + ], + "opposite_logprob_tokens": [ + -6.876047134399414 + ], + "logprob_reward": -0.0010469438275322318, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010469438275322318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1665225327014923, + 0.02658814750611782, + 0.07097870111465454, + 0.049247726798057556, + 0.5749887824058533, + 0.05698281154036522, + 0.018622981384396553, + 0.010892506688833237, + 0.012300774455070496, + 0.012875066138803959 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0010469438275322318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024915861431509256 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.0024915861431509256, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024915861431509256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050393495708703995, + 0.035591911524534225, + 0.022601785138249397, + 0.04396984726190567, + 0.7059788107872009, + 0.08596272766590118, + 0.02442745864391327, + 0.012090317904949188, + 0.005998804699629545, + 0.012984788045287132 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0024915861431509256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular figure wearing red and gold high-tech armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the armor feature smooth metal surfaces with visible intricate mechanical seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chest armor spring open from the center to the sides revealing a mechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do cyan-blue digital particles, binary code, and geometric shapes burst forth and reorganize into a rotating holographic energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glowing energy core become the primary light source, illuminating the suit interior and casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361420470289886 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.00361420470289886, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361420470289886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17712175846099854, + 0.06175246089696884, + 0.08756638318300247, + 0.022400112822651863, + 0.42961111664772034, + 0.05985230579972267, + 0.029313191771507263, + 0.023633411154150963, + 0.06400386244058609, + 0.04474547132849693 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.00361420470289886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_12/index_tensor([5337, 5337])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_12/index_tensor([5337, 5337])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2d2320be1789b06daa18c7ce8df88705a3539122 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_12/index_tensor([5337, 5337])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro shot, panning at an extremely slow speed across a tangled surface, reveals countless vibrant, blood-red salvia miltiorrhiza roots, vibrant as fresh blood, actively growing within a deep, dark, fairy-tale-like cavern. These roots, covered in fine vein-like veins, appear moist and lustrous. Far from being static, they slowly pulse and expand and contract with an unsettling, organic rhythm, wriggling like living creatures. The camera follows closely, capturing the tips of the roots like sentient tentacles, entwining and twisting, cautiously exploring and connecting with the tips of other roots, slowly weaving together into the outline of a vast, complex and symmetrical runic web. Whenever a connection point is formed, bursts of strange purple energy light burst out from the intersection. This light flows on the slippery surface of the roots and casts long, swaying shadows on the dark, deep, mossy cave walls in the background. The whole picture is full of ancient and forbidden magic, creating a mysterious atmosphere that is both beautiful and creepy.", + "seed": 31078, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_12/index_5337_seed_31078_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21006917087361215, + "vlm_logprob": -0.21006917087361215, + "vlm_yes_no_margin": 2.674999988079071, + "vlm_token_credit": -0.21006917087361215, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008352585136890411 + ], + "opposite_logprob_tokens": [ + -4.883352756500244 + ], + "logprob_reward": -0.008352585136890411, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008352585136890411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16243590414524078, + 0.06363902986049652, + 0.10150815546512604, + 0.05212376266717911, + 0.061545759439468384, + 0.20024052262306213, + 0.057660266757011414, + 0.1490483433008194, + 0.10615205019712448, + 0.04564615339040756 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.008352585136890411 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134639859199524 + ], + "opposite_logprob_tokens": [ + -1.3134639263153076 + ], + "logprob_reward": -0.3134639859199524, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134639859199524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07087419927120209, + 0.03658193349838257, + 0.029785163700580597, + 0.05873767286539078, + 0.08787985146045685, + 0.1752764880657196, + 0.030230823904275894, + 0.22726206481456757, + 0.22908644378185272, + 0.05428529530763626 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.3134639859199524 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903782814741135 + ], + "opposite_logprob_tokens": [ + -2.4640378952026367 + ], + "logprob_reward": -0.08903782814741135, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903782814741135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09434878826141357, + 0.04418836161494255, + 0.029729144647717476, + 0.09827470779418945, + 0.08866230398416519, + 0.08903554081916809, + 0.07424573600292206, + 0.29125353693962097, + 0.10718687623739243, + 0.08307502418756485 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.08903782814741135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738202180713415 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738202180713415, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738202180713415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04891294613480568, + 0.03834503889083862, + 0.022026633843779564, + 0.11945169419050217, + 0.03445425257086754, + 0.1786249428987503, + 0.051412004977464676, + 0.18124724924564362, + 0.2517203688621521, + 0.07380485534667969 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.006738202180713415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327532529830933 + ], + "opposite_logprob_tokens": [ + -0.7577532529830933 + ], + "logprob_reward": -0.6327532529830933, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327532529830933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09646723419427872, + 0.0751492977142334, + 0.06444909423589706, + 0.20002543926239014, + 0.1341022253036499, + 0.10596943646669388, + 0.05279199033975601, + 0.09955020248889923, + 0.14548243582248688, + 0.026012619957327843 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.6327532529830933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro shot, panning at an extremely slow speed across a tangled surface, reveals countless vibrant, blood-red salvia miltiorrhiza roots, vibrant as fresh blood, actively growing within a deep, dark, fairy-tale-like cavern. These roots, covered in fine vein-like veins, appear moist and lustrous. Far from being static, they slowly pulse and expand and contract with an unsettling, organic rhythm, wriggling like living creatures. The camera follows closely, capturing the tips of the roots like sentient tentacles, entwining and twisting, cautiously exploring and connecting with the tips of other roots, slowly weaving together into the outline of a vast, complex and symmetrical runic web. Whenever a connection point is formed, bursts of strange purple energy light burst out from the intersection. This light flows on the slippery surface of the roots and casts long, swaying shadows on the dark, deep, mossy cave walls in the background. The whole picture is full of ancient and forbidden magic, creating a mysterious atmosphere that is both beautiful and creepy.", + "seed": 31079, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_12/index_5337_seed_31079_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3284409461077303, + "vlm_logprob": -0.3284409461077303, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.3284409461077303, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004909247159957886 + ], + "opposite_logprob_tokens": [ + -5.379909038543701 + ], + "logprob_reward": -0.004909247159957886, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004909247159957886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14597675204277039, + 0.05188918858766556, + 0.3531193733215332, + 0.05647211894392967, + 0.027407759800553322, + 0.13956031203269958, + 0.04909666255116463, + 0.062129031866788864, + 0.06842084974050522, + 0.045927926898002625 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.004909247159957886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988577485084534 + ], + "opposite_logprob_tokens": [ + -1.804885745048523 + ], + "logprob_reward": -0.17988577485084534, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988577485084534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3950788080692291, + 0.033367518335580826, + 0.022730907425284386, + 0.035163745284080505, + 0.027903040871024132, + 0.04234258085489273, + 0.0266573466360569, + 0.13230974972248077, + 0.1837959885597229, + 0.10065038502216339 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.17988577485084534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865511879324913 + ], + "opposite_logprob_tokens": [ + -3.0486550331115723 + ], + "logprob_reward": -0.04865511879324913, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865511879324913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2973598539829254, + 0.0390704907476902, + 0.09770514070987701, + 0.05500172823667526, + 0.03173430263996124, + 0.041694484651088715, + 0.04272541031241417, + 0.05984024330973625, + 0.2594335377216339, + 0.07543476670980453 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.04865511879324913 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024876620154827833 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.0024876620154827833, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024876620154827833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15941578149795532, + 0.04547931253910065, + 0.12820225954055786, + 0.02549861930310726, + 0.04659939557313919, + 0.05768663063645363, + 0.05570888891816139, + 0.05122293531894684, + 0.3201710283756256, + 0.11001518368721008 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0024876620154827833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062669277191162 + ], + "opposite_logprob_tokens": [ + -0.2812668979167938 + ], + "logprob_reward": -1.4062669277191162, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062669277191162, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5216734409332275, + 0.07886116951704025, + 0.038259051740169525, + 0.02832985855638981, + 0.08882839232683182, + 0.04512736573815346, + 0.03492359071969986, + 0.06092070788145065, + 0.07627326250076294, + 0.026803212240338326 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -1.4062669277191162 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "stunning macro shot, panning at an extremely slow speed across a tangled surface, reveals countless vibrant, blood-red salvia miltiorrhiza roots, vibrant as fresh blood, actively growing within a deep, dark, fairy-tale-like cavern. These roots, covered in fine vein-like veins, appear moist and lustrous. Far from being static, they slowly pulse and expand and contract with an unsettling, organic rhythm, wriggling like living creatures. The camera follows closely, capturing the tips of the roots like sentient tentacles, entwining and twisting, cautiously exploring and connecting with the tips of other roots, slowly weaving together into the outline of a vast, complex and symmetrical runic web. Whenever a connection point is formed, bursts of strange purple energy light burst out from the intersection. This light flows on the slippery surface of the roots and casts long, swaying shadows on the dark, deep, mossy cave walls in the background. The whole picture is full of ancient and forbidden magic, creating a mysterious atmosphere that is both beautiful and creepy.", + "seed": 31080, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_12/index_5337_seed_31080_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17961748400703073, + "vlm_logprob": -0.17961748400703073, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.17961748400703073, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005594904534518719 + ], + "opposite_logprob_tokens": [ + -5.255594730377197 + ], + "logprob_reward": -0.005594904534518719, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005594904534518719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1481965184211731, + 0.14303389191627502, + 0.07253961265087128, + 0.02795455977320671, + 0.08297669142484665, + 0.1279173642396927, + 0.08493947982788086, + 0.10764264315366745, + 0.11305627971887589, + 0.09174293279647827 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.005594904534518719 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890369564294815 + ], + "opposite_logprob_tokens": [ + -2.4640369415283203 + ], + "logprob_reward": -0.0890369564294815, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890369564294815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10890384763479233, + 0.07145634293556213, + 0.058654990047216415, + 0.03017224743962288, + 0.0697738528251648, + 0.048514511436223984, + 0.18465299904346466, + 0.110981285572052, + 0.15768563747406006, + 0.15920427441596985 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.0890369564294815 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808961063623428 + ], + "opposite_logprob_tokens": [ + -3.2880895137786865 + ], + "logprob_reward": -0.03808961063623428, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808961063623428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09694676846265793, + 0.05972509831190109, + 0.03890026733279228, + 0.021106861531734467, + 0.028153670951724052, + 0.050895024091005325, + 0.13301797211170197, + 0.09434337168931961, + 0.26587456464767456, + 0.21103644371032715 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.03808961063623428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626583334058523 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626583334058523, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626583334058523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15913239121437073, + 0.08468209207057953, + 0.02134011499583721, + 0.022771602496504784, + 0.024568816646933556, + 0.04372939467430115, + 0.09556952118873596, + 0.07758079469203949, + 0.31581202149391174, + 0.1548132449388504 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.007626583334058523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577393651008606 + ], + "opposite_logprob_tokens": [ + -0.6327393651008606 + ], + "logprob_reward": -0.7577393651008606, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577393651008606, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12247603386640549, + 0.09609774500131607, + 0.08008253574371338, + 0.04277462512254715, + 0.16951917111873627, + 0.09039658308029175, + 0.050873663276433945, + 0.06590937823057175, + 0.14284755289554596, + 0.13902270793914795 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.7577393651008606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "stunning macro shot, panning at an extremely slow speed across a tangled surface, reveals countless vibrant, blood-red salvia miltiorrhiza roots, vibrant as fresh blood, actively growing within a deep, dark, fairy-tale-like cavern. These roots, covered in fine vein-like veins, appear moist and lustrous. Far from being static, they slowly pulse and expand and contract with an unsettling, organic rhythm, wriggling like living creatures. The camera follows closely, capturing the tips of the roots like sentient tentacles, entwining and twisting, cautiously exploring and connecting with the tips of other roots, slowly weaving together into the outline of a vast, complex and symmetrical runic web. Whenever a connection point is formed, bursts of strange purple energy light burst out from the intersection. This light flows on the slippery surface of the roots and casts long, swaying shadows on the dark, deep, mossy cave walls in the background. The whole picture is full of ancient and forbidden magic, creating a mysterious atmosphere that is both beautiful and creepy.", + "seed": 31081, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_12/index_5337_seed_31081_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2642179733142257, + "vlm_logprob": -0.2642179733142257, + "vlm_yes_no_margin": 3.499999988079071, + "vlm_token_credit": -0.2642179733142257, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004978759214282036 + ], + "opposite_logprob_tokens": [ + -5.379978656768799 + ], + "logprob_reward": -0.004978759214282036, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004978759214282036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10741526633501053, + 0.13550139963626862, + 0.16547949612140656, + 0.21113477647304535, + 0.028307057917118073, + 0.08996870368719101, + 0.03798437491059303, + 0.12206830829381943, + 0.04923548921942711, + 0.05290514975786209 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.004978759214282036 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898834347724915 + ], + "opposite_logprob_tokens": [ + -2.5789883136749268 + ], + "logprob_reward": -0.07898834347724915, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898834347724915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07504109293222427, + 0.03664550557732582, + 0.1783926784992218, + 0.02673748880624771, + 0.23283392190933228, + 0.18027307093143463, + 0.03641606494784355, + 0.1236913725733757, + 0.0551944337785244, + 0.05477440357208252 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.07898834347724915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072501540184021 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072501540184021, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072501540184021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046846650540828705, + 0.04304027929902077, + 0.167039692401886, + 0.021696588024497032, + 0.1998250037431717, + 0.05190950259566307, + 0.02823137864470482, + 0.30988773703575134, + 0.04201032593846321, + 0.0895128920674324 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.011072501540184021 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024868296459317207 + ], + "opposite_logprob_tokens": [ + -6.002486705780029 + ], + "logprob_reward": -0.0024868296459317207, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024868296459317207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07129508256912231, + 0.07380297780036926, + 0.14832013845443726, + 0.022017639130353928, + 0.1939479112625122, + 0.14130103588104248, + 0.02805187925696373, + 0.13520164787769318, + 0.0865401104092598, + 0.09952148795127869 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.0024868296459317207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects vibrant, blood-red salvia miltiorrhiza roots visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the roots exhibit active motion by pulsing, expanding, contracting, and wriggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the roots intertwine to form the outline of a complex and symmetrical runic web?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bursts of purple energy light appear at the connection points between the roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning at an extremely slow speed across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235634326934814 + ], + "opposite_logprob_tokens": [ + -0.34856337308883667 + ], + "logprob_reward": -1.2235634326934814, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2235634326934814, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08578700572252274, + 0.08034463226795197, + 0.04567742720246315, + 0.11230781674385071, + 0.5449337363243103, + 0.027678383514285088, + 0.032000236213207245, + 0.02269347384572029, + 0.018462276086211205, + 0.03011503629386425 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -1.2235634326934814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_13/index_tensor([6270, 6270])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_13/index_tensor([6270, 6270])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9386c49e140068e4049d88c81935ee39f37d321f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_13/index_tensor([6270, 6270])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static wide shot captures the raw fury of a storm at sea, focusing on the epic struggle between nature and a destroyed ship. At the center of the frame, the skeletal wreck of a wrecked galleon weighs heavily, its dark, water-soaked timbers splintered. Massive waves, the color of deep slate, roiling with violent white foam, relentlessly swell and crash against the ship's decks. The stormy waters swamp the structure before pouring back into the roiling ocean in a heavy cascade. Above, a turbulent sky seethes menacingly with purple and charcoal-gray clouds, casting the entire scene in a dim, oppressive light. Against this dramatic backdrop, the galleon's shattered masts stand starkly silhouetted against jagged black spires, the tattered remains of its sails whipping violently in the wind, creating an atmosphere of powerful and desolate beauty.", + "seed": 2825, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_13/index_6270_seed_2825_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24504153793677688, + "vlm_logprob": -0.24504153793677688, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.24504153793677688, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2892444431781769 + ], + "opposite_logprob_tokens": [ + -1.4142444133758545 + ], + "logprob_reward": -0.2892444431781769, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2892444431781769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07221667468547821, + 0.27346622943878174, + 0.31581729650497437, + 0.028253816068172455, + 0.03105792962014675, + 0.024058029055595398, + 0.16940060257911682, + 0.03601999580860138, + 0.037312496453523636, + 0.0123969167470932 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.2892444431781769 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983629941940308 + ], + "opposite_logprob_tokens": [ + -0.5233629941940308 + ], + "logprob_reward": -0.8983629941940308, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983629941940308, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.028037896379828453, + 0.3611027002334595, + 0.36932432651519775, + 0.08341583609580994, + 0.02606208436191082, + 0.012420585379004478, + 0.06372131407260895, + 0.02417796477675438, + 0.014172626659274101, + 0.017564743757247925 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.8983629941940308 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003626082558184862 + ], + "opposite_logprob_tokens": [ + -5.628625869750977 + ], + "logprob_reward": -0.003626082558184862, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003626082558184862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02554454281926155, + 0.23773549497127533, + 0.5132911205291748, + 0.08665423095226288, + 0.0037033220287412405, + 0.01686464436352253, + 0.07160957157611847, + 0.013357430696487427, + 0.02199382334947586, + 0.009245788678526878 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.003626082558184862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632735185325146 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.007632735185325146, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632735185325146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05101582035422325, + 0.10040853172540665, + 0.5073591470718384, + 0.023624679073691368, + 0.02241392433643341, + 0.010798738338053226, + 0.21454569697380066, + 0.019645946100354195, + 0.020108114928007126, + 0.030079472810029984 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.007632735185325146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026341434568166733 + ], + "opposite_logprob_tokens": [ + -3.651341438293457 + ], + "logprob_reward": -0.026341434568166733, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026341434568166733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19511155784130096, + 0.24308881163597107, + 0.12051734328269958, + 0.010956602171063423, + 0.012993223033845425, + 0.02085176296532154, + 0.28726431727409363, + 0.04252447932958603, + 0.049002982676029205, + 0.017688913270831108 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.026341434568166733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide shot captures the raw fury of a storm at sea, focusing on the epic struggle between nature and a destroyed ship. At the center of the frame, the skeletal wreck of a wrecked galleon weighs heavily, its dark, water-soaked timbers splintered. Massive waves, the color of deep slate, roiling with violent white foam, relentlessly swell and crash against the ship's decks. The stormy waters swamp the structure before pouring back into the roiling ocean in a heavy cascade. Above, a turbulent sky seethes menacingly with purple and charcoal-gray clouds, casting the entire scene in a dim, oppressive light. Against this dramatic backdrop, the galleon's shattered masts stand starkly silhouetted against jagged black spires, the tattered remains of its sails whipping violently in the wind, creating an atmosphere of powerful and desolate beauty.", + "seed": 2826, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_13/index_6270_seed_2826_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21334471912123262, + "vlm_logprob": -0.21334471912123262, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.21334471912123262, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.294658362865448 + ], + "opposite_logprob_tokens": [ + -1.4196584224700928 + ], + "logprob_reward": -0.294658362865448, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.294658362865448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2559288740158081, + 0.03174687176942825, + 0.042984817177057266, + 0.02924930676817894, + 0.09413371235132217, + 0.04911103844642639, + 0.11105445772409439, + 0.09889484941959381, + 0.1963324248790741, + 0.09056361764669418 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.294658362865448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578475475311279 + ], + "opposite_logprob_tokens": [ + -0.6328475475311279 + ], + "logprob_reward": -0.7578475475311279, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578475475311279, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05433489754796028, + 0.02597309835255146, + 0.03565208241343498, + 0.022565005347132683, + 0.05812837928533554, + 0.04030177742242813, + 0.05453957989811897, + 0.2576077878475189, + 0.1306174248456955, + 0.32027995586395264 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.7578475475311279 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103455226868391 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.004103455226868391, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103455226868391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16022488474845886, + 0.03535367548465729, + 0.060176216065883636, + 0.06375838071107864, + 0.07220056653022766, + 0.03784951567649841, + 0.08293881267309189, + 0.2350843846797943, + 0.21155667304992676, + 0.04085690528154373 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.004103455226868391 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629540748894215 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629540748894215, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629540748894215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08560685813426971, + 0.03553183004260063, + 0.040141236037015915, + 0.023477021604776382, + 0.10246427357196808, + 0.03420840576291084, + 0.03506707772612572, + 0.18466466665267944, + 0.15823648869991302, + 0.30060213804244995 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.007629540748894215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024846892338246107 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.0024846892338246107, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024846892338246107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11435293406248093, + 0.031979214400053024, + 0.020390013232827187, + 0.026758486405014992, + 0.07506115734577179, + 0.022695882245898247, + 0.1965917944908142, + 0.19614277780056, + 0.04735651612281799, + 0.2686712443828583 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.0024846892338246107 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide shot captures the raw fury of a storm at sea, focusing on the epic struggle between nature and a destroyed ship. At the center of the frame, the skeletal wreck of a wrecked galleon weighs heavily, its dark, water-soaked timbers splintered. Massive waves, the color of deep slate, roiling with violent white foam, relentlessly swell and crash against the ship's decks. The stormy waters swamp the structure before pouring back into the roiling ocean in a heavy cascade. Above, a turbulent sky seethes menacingly with purple and charcoal-gray clouds, casting the entire scene in a dim, oppressive light. Against this dramatic backdrop, the galleon's shattered masts stand starkly silhouetted against jagged black spires, the tattered remains of its sails whipping violently in the wind, creating an atmosphere of powerful and desolate beauty.", + "seed": 2827, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_13/index_6270_seed_2827_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20485908242408185, + "vlm_logprob": -0.20485908242408185, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.20485908242408185, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18967731297016144 + ], + "opposite_logprob_tokens": [ + -1.814677357673645 + ], + "logprob_reward": -0.18967731297016144, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18967731297016144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32712265849113464, + 0.041926413774490356, + 0.08493980765342712, + 0.3300231397151947, + 0.04764031246304512, + 0.05702224746346474, + 0.017384307458996773, + 0.03816239535808563, + 0.037605393677949905, + 0.018173247575759888 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.18967731297016144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.826184093952179 + ], + "opposite_logprob_tokens": [ + -0.576184093952179 + ], + "logprob_reward": -0.826184093952179, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.826184093952179, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5817456245422363, + 0.04971585050225258, + 0.0401310957968235, + 0.15815505385398865, + 0.03106367401778698, + 0.032780684530735016, + 0.010729330591857433, + 0.01040025893598795, + 0.026743203401565552, + 0.05853519216179848 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.826184093952179 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015217402251437306 + ], + "opposite_logprob_tokens": [ + -6.501521587371826 + ], + "logprob_reward": -0.0015217402251437306, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015217402251437306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4709016680717468, + 0.031629741191864014, + 0.02629624493420124, + 0.09697554260492325, + 0.03373715281486511, + 0.023409586399793625, + 0.05043373256921768, + 0.07838588953018188, + 0.15270401537418365, + 0.03552642837166786 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0015217402251437306 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028203255496919155 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028203255496919155, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028203255496919155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4051724970340729, + 0.03130793571472168, + 0.05498620122671127, + 0.1774558275938034, + 0.05989966541528702, + 0.05311516299843788, + 0.03370177373290062, + 0.08912880718708038, + 0.05132622644305229, + 0.04390591010451317 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0028203255496919155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091939423233271 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.004091939423233271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091939423233271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5667228102684021, + 0.02040940336883068, + 0.25793957710266113, + 0.0541408397257328, + 0.022318992763757706, + 0.008334329351782799, + 0.005878228694200516, + 0.03531699627637863, + 0.00884739588946104, + 0.020091405138373375 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.004091939423233271 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide shot captures the raw fury of a storm at sea, focusing on the epic struggle between nature and a destroyed ship. At the center of the frame, the skeletal wreck of a wrecked galleon weighs heavily, its dark, water-soaked timbers splintered. Massive waves, the color of deep slate, roiling with violent white foam, relentlessly swell and crash against the ship's decks. The stormy waters swamp the structure before pouring back into the roiling ocean in a heavy cascade. Above, a turbulent sky seethes menacingly with purple and charcoal-gray clouds, casting the entire scene in a dim, oppressive light. Against this dramatic backdrop, the galleon's shattered masts stand starkly silhouetted against jagged black spires, the tattered remains of its sails whipping violently in the wind, creating an atmosphere of powerful and desolate beauty.", + "seed": 2828, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_13/index_6270_seed_2828_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2523041983135045, + "vlm_logprob": -0.2523041983135045, + "vlm_yes_no_margin": 2.7750000059604645, + "vlm_token_credit": -0.2523041983135045, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21249710023403168 + ], + "opposite_logprob_tokens": [ + -1.7124971151351929 + ], + "logprob_reward": -0.21249710023403168, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21249710023403168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17913612723350525, + 0.10389133542776108, + 0.07998702675104141, + 0.0936896875500679, + 0.09457594901323318, + 0.1342725306749344, + 0.1012687012553215, + 0.025229565799236298, + 0.13819393515586853, + 0.04975517466664314 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.21249710023403168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743010997772217 + ], + "opposite_logprob_tokens": [ + -0.47430112957954407 + ], + "logprob_reward": -0.9743010997772217, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9743010997772217, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09398454427719116, + 0.08865784853696823, + 0.19414164125919342, + 0.08580466359853745, + 0.1059437170624733, + 0.12914729118347168, + 0.07336855679750443, + 0.04253782704472542, + 0.059155289083719254, + 0.12725858390331268 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.9743010997772217 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204133853316307 + ], + "opposite_logprob_tokens": [ + -2.8120412826538086 + ], + "logprob_reward": -0.06204133853316307, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204133853316307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12659162282943726, + 0.051238466054201126, + 0.04945379123091698, + 0.1201351061463356, + 0.031976208090782166, + 0.15233257412910461, + 0.16719266772270203, + 0.02040502056479454, + 0.2138213962316513, + 0.0668531134724617 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.06204133853316307 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950355436652899 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950355436652899, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950355436652899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19232115149497986, + 0.09214478731155396, + 0.1712319254875183, + 0.06124884635210037, + 0.047227613627910614, + 0.20040223002433777, + 0.07527560740709305, + 0.026808368042111397, + 0.1022750735282898, + 0.031064439564943314 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.005950355436652899 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or tracking)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a wrecked galleon with dark, water-soaked, splintered timbers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive waves colored deep slate with violent white foam crashing against the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky turbulent with purple and charcoal-gray clouds casting dim, oppressive light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731097586452961 + ], + "opposite_logprob_tokens": [ + -5.006731033325195 + ], + "logprob_reward": -0.006731097586452961, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731097586452961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16463400423526764, + 0.04562605544924736, + 0.09262432903051376, + 0.13391859829425812, + 0.14362779259681702, + 0.28244268894195557, + 0.06100252643227577, + 0.01082229521125555, + 0.035574235022068024, + 0.029727457091212273 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.006731097586452961 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_14/index_tensor([7267, 7267])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_14/index_tensor([7267, 7267])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a66a846bd90c342d2766e57a8d2b64606a55469f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_14/index_tensor([7267, 7267])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Adhering to the aesthetic of high-speed product photography, a low-angle tracking shot captures a sleek hydrogen fuel cell concept car as it is deployed from a specialized transport vehicle, gliding flawlessly along. The camera's movements are perfectly synchronized with the car, maintaining a constant distance as it begins its descent. The scene is set within the transporter's spongy, matte black interior, a space designed to absorb light and eliminate reflections, focusing all attention on the car. Under the dazzling glow of clinical, perfectly diffused studio lighting, the car's body, finished in pearlescent Liquid Metal Silver, gleams without a flaw. Its futuristic, aerodynamic lines are defined by seamless panels and the absence of visible door handles, creating a complete, flowing silhouette. A continuous strip of cool blue LED light wraps around the front, acting as its headlights. The car glides smoothly and deliberately down the polished aluminum ramp, its intricate, geometrically spoked wheels rotating with silent precision. Every detail, from the subtle texture of the tires to the way the overhead lights create long, clean, mirrored highlights along its curves, is rendered with surreal, sharp, commercial clarity, creating a powerful aura of technological perfection and aspirational luxury.", + "seed": 28038, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_14/index_7267_seed_28038_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.052942916937172416, + "vlm_logprob": -0.052942916937172416, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.052942916937172416, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023769425228238106 + ], + "opposite_logprob_tokens": [ + -3.8987693786621094 + ], + "logprob_reward": -0.023769425228238106, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023769425228238106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22879905998706818, + 0.06748338788747787, + 0.07183564454317093, + 0.11733376979827881, + 0.10865234583616257, + 0.05904081463813782, + 0.10712765157222748, + 0.05547567084431648, + 0.05254530534148216, + 0.1317063868045807 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.023769425228238106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04312654212117195 + ], + "opposite_logprob_tokens": [ + -3.1681265830993652 + ], + "logprob_reward": -0.04312654212117195, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04312654212117195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05731689929962158, + 0.0627131536602974, + 0.024630244821310043, + 0.029417892917990685, + 0.04552906006574631, + 0.07873188704252243, + 0.062075864523649216, + 0.5689786672592163, + 0.038712091743946075, + 0.031894221901893616 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.04312654212117195 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204702340066433 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204702340066433, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204702340066433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2719995677471161, + 0.09162156283855438, + 0.06329049170017242, + 0.07793106883764267, + 0.13375292718410492, + 0.2099340856075287, + 0.0458558164536953, + 0.05078243464231491, + 0.02179655432701111, + 0.03303543105721474 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.014204702340066433 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328236773610115 + ], + "opposite_logprob_tokens": [ + -3.773282289505005 + ], + "logprob_reward": -0.02328236773610115, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328236773610115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10176371037960052, + 0.03937632963061333, + 0.05321595445275307, + 0.096885085105896, + 0.05558052659034729, + 0.05766742303967476, + 0.10468915104866028, + 0.19389551877975464, + 0.15497776865959167, + 0.14194856584072113 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.02328236773610115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033154726028442 + ], + "opposite_logprob_tokens": [ + -1.9103314876556396 + ], + "logprob_reward": -0.16033154726028442, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033154726028442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041519895195961, + 0.042351871728897095, + 0.04327696934342384, + 0.08250810205936432, + 0.06621053069829941, + 0.07593072205781937, + 0.07779423147439957, + 0.4862254559993744, + 0.04425463825464249, + 0.03992769494652748 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.16033154726028442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Adhering to the aesthetic of high-speed product photography, a low-angle tracking shot captures a sleek hydrogen fuel cell concept car as it is deployed from a specialized transport vehicle, gliding flawlessly along. The camera's movements are perfectly synchronized with the car, maintaining a constant distance as it begins its descent. The scene is set within the transporter's spongy, matte black interior, a space designed to absorb light and eliminate reflections, focusing all attention on the car. Under the dazzling glow of clinical, perfectly diffused studio lighting, the car's body, finished in pearlescent Liquid Metal Silver, gleams without a flaw. Its futuristic, aerodynamic lines are defined by seamless panels and the absence of visible door handles, creating a complete, flowing silhouette. A continuous strip of cool blue LED light wraps around the front, acting as its headlights. The car glides smoothly and deliberately down the polished aluminum ramp, its intricate, geometrically spoked wheels rotating with silent precision. Every detail, from the subtle texture of the tires to the way the overhead lights create long, clean, mirrored highlights along its curves, is rendered with surreal, sharp, commercial clarity, creating a powerful aura of technological perfection and aspirational luxury.", + "seed": 28039, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_14/index_7267_seed_28039_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027351340651512145, + "vlm_logprob": -0.027351340651512145, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.027351340651512145, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025225922465324402 + ], + "opposite_logprob_tokens": [ + -3.900225877761841 + ], + "logprob_reward": -0.025225922465324402, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.025225922465324402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2793275713920593, + 0.23214809596538544, + 0.08419705927371979, + 0.10971680283546448, + 0.054170943796634674, + 0.02684161253273487, + 0.0684240460395813, + 0.05094330012798309, + 0.04117673635482788, + 0.05305391177535057 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.025225922465324402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03375227004289627 + ], + "opposite_logprob_tokens": [ + -3.408752202987671 + ], + "logprob_reward": -0.03375227004289627, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03375227004289627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18970952928066254, + 0.10428972542285919, + 0.05885336548089981, + 0.10670218616724014, + 0.07436574250459671, + 0.03900891914963722, + 0.1070685088634491, + 0.11154220998287201, + 0.05100555345416069, + 0.15745426714420319 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.03375227004289627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200706034898758 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.014200706034898758, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200706034898758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3782934248447418, + 0.10202456265687943, + 0.10020572692155838, + 0.0967283844947815, + 0.05869540199637413, + 0.045595522969961166, + 0.04689501225948334, + 0.05532068759202957, + 0.058536600321531296, + 0.05770467221736908 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014200706034898758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636031299829483 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.008636031299829483, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636031299829483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11006106436252594, + 0.16898898780345917, + 0.04348742961883545, + 0.23517179489135742, + 0.1442244052886963, + 0.036395762115716934, + 0.0400409922003746, + 0.05944124981760979, + 0.04160249978303909, + 0.12058581411838531 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.008636031299829483 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054941773414611816 + ], + "opposite_logprob_tokens": [ + -2.9299416542053223 + ], + "logprob_reward": -0.054941773414611816, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054941773414611816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1314878612756729, + 0.1183711364865303, + 0.08321496844291687, + 0.1806696504354477, + 0.1075749397277832, + 0.04503974691033363, + 0.09673774987459183, + 0.10196301341056824, + 0.036423321813344955, + 0.09851765632629395 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.054941773414611816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Adhering to the aesthetic of high-speed product photography, a low-angle tracking shot captures a sleek hydrogen fuel cell concept car as it is deployed from a specialized transport vehicle, gliding flawlessly along. The camera's movements are perfectly synchronized with the car, maintaining a constant distance as it begins its descent. The scene is set within the transporter's spongy, matte black interior, a space designed to absorb light and eliminate reflections, focusing all attention on the car. Under the dazzling glow of clinical, perfectly diffused studio lighting, the car's body, finished in pearlescent Liquid Metal Silver, gleams without a flaw. Its futuristic, aerodynamic lines are defined by seamless panels and the absence of visible door handles, creating a complete, flowing silhouette. A continuous strip of cool blue LED light wraps around the front, acting as its headlights. The car glides smoothly and deliberately down the polished aluminum ramp, its intricate, geometrically spoked wheels rotating with silent precision. Every detail, from the subtle texture of the tires to the way the overhead lights create long, clean, mirrored highlights along its curves, is rendered with surreal, sharp, commercial clarity, creating a powerful aura of technological perfection and aspirational luxury.", + "seed": 28040, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_14/index_7267_seed_28040_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03233703020960092, + "vlm_logprob": -0.03233703020960092, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.03233703020960092, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016705388203263283 + ], + "opposite_logprob_tokens": [ + -4.266705513000488 + ], + "logprob_reward": -0.016705388203263283, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016705388203263283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1585312783718109, + 0.05466288700699806, + 0.04987095296382904, + 0.21663382649421692, + 0.03565595671534538, + 0.09448444098234177, + 0.09908698499202728, + 0.03647800534963608, + 0.12141015380620956, + 0.13318555057048798 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.016705388203263283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298676285892725 + ], + "opposite_logprob_tokens": [ + -3.529867649078369 + ], + "logprob_reward": -0.0298676285892725, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298676285892725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24014723300933838, + 0.10581081360578537, + 0.051138732582330704, + 0.17211616039276123, + 0.0873190313577652, + 0.04875558987259865, + 0.04314426705241203, + 0.05524205416440964, + 0.09850715100765228, + 0.09781894832849503 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0298676285892725 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360824704170227 + ], + "opposite_logprob_tokens": [ + -3.6513607501983643 + ], + "logprob_reward": -0.026360824704170227, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360824704170227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09050548076629639, + 0.18698737025260925, + 0.05874425917863846, + 0.11057484894990921, + 0.15261505544185638, + 0.10676544904708862, + 0.13530829548835754, + 0.02915264293551445, + 0.06069368124008179, + 0.06865294277667999 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.026360824704170227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782352484762669 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.009782352484762669, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782352484762669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09557228535413742, + 0.06955429166555405, + 0.03798831254243851, + 0.09080538898706436, + 0.05639646574854851, + 0.04648350924253464, + 0.10032937675714493, + 0.028724920004606247, + 0.40170764923095703, + 0.07243775576353073 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.009782352484762669 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896895706653595 + ], + "opposite_logprob_tokens": [ + -2.5789690017700195 + ], + "logprob_reward": -0.07896895706653595, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896895706653595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13669200241565704, + 0.09197704493999481, + 0.07690782099962234, + 0.20826013386249542, + 0.07449108362197876, + 0.17783913016319275, + 0.06108104810118675, + 0.039275117218494415, + 0.07905340194702148, + 0.054423194378614426 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.07896895706653595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Adhering to the aesthetic of high-speed product photography, a low-angle tracking shot captures a sleek hydrogen fuel cell concept car as it is deployed from a specialized transport vehicle, gliding flawlessly along. The camera's movements are perfectly synchronized with the car, maintaining a constant distance as it begins its descent. The scene is set within the transporter's spongy, matte black interior, a space designed to absorb light and eliminate reflections, focusing all attention on the car. Under the dazzling glow of clinical, perfectly diffused studio lighting, the car's body, finished in pearlescent Liquid Metal Silver, gleams without a flaw. Its futuristic, aerodynamic lines are defined by seamless panels and the absence of visible door handles, creating a complete, flowing silhouette. A continuous strip of cool blue LED light wraps around the front, acting as its headlights. The car glides smoothly and deliberately down the polished aluminum ramp, its intricate, geometrically spoked wheels rotating with silent precision. Every detail, from the subtle texture of the tires to the way the overhead lights create long, clean, mirrored highlights along its curves, is rendered with surreal, sharp, commercial clarity, creating a powerful aura of technological perfection and aspirational luxury.", + "seed": 28041, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_14/index_7267_seed_28041_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03502265699207783, + "vlm_logprob": -0.03502265699207783, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.03502265699207783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04897754266858101 + ], + "opposite_logprob_tokens": [ + -3.2989776134490967 + ], + "logprob_reward": -0.04897754266858101, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04897754266858101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12843170762062073, + 0.16441448032855988, + 0.04289727285504341, + 0.20880728960037231, + 0.05400843545794487, + 0.03988249599933624, + 0.086191326379776, + 0.04625708982348442, + 0.18672984838485718, + 0.04238004609942436 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.04897754266858101 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029841480776667595 + ], + "opposite_logprob_tokens": [ + -3.529841423034668 + ], + "logprob_reward": -0.029841480776667595, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029841480776667595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21785713732242584, + 0.164943128824234, + 0.06709995120763779, + 0.05173126608133316, + 0.0975126177072525, + 0.05755126103758812, + 0.10032395273447037, + 0.0291376244276762, + 0.17366376519203186, + 0.04017926752567291 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.029841480776667595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081271693110466 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.016081271693110466, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081271693110466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30203142762184143, + 0.13645809888839722, + 0.0308675579726696, + 0.07482622563838959, + 0.17327405512332916, + 0.037333015352487564, + 0.17948538064956665, + 0.028870508074760437, + 0.022469135001301765, + 0.014384593814611435 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.016081271693110466 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185431137681007 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.018185431137681007, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185431137681007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10871008038520813, + 0.053009070456027985, + 0.08749987930059433, + 0.11440175771713257, + 0.15734322369098663, + 0.07268291711807251, + 0.34081143140792847, + 0.014102736487984657, + 0.017152851447463036, + 0.0342860147356987 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.018185431137681007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek hydrogen fuel cell concept car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's body finished in pearlescent Liquid Metal Silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding down a polished aluminum ramp from a specialized transport vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car feature a continuous strip of cool blue LED light wrapping around the front?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot with the camera maintaining a constant distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202755868434906 + ], + "opposite_logprob_tokens": [ + -2.8120274543762207 + ], + "logprob_reward": -0.06202755868434906, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202755868434906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08912653475999832, + 0.2277986705303192, + 0.07089649885892868, + 0.05436794087290764, + 0.04208841547369957, + 0.06635339558124542, + 0.25983598828315735, + 0.06550773233175278, + 0.0516088493168354, + 0.07241594791412354 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.06202755868434906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_15/index_tensor([2502, 2502])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_15/index_tensor([2502, 2502])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1895653f2ddb2dd8e49d24ee9b718f965d8c5ab6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_15/index_tensor([2502, 2502])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, wide-angle, overhead tracking shot follows a woman in flowing ancient costume as she swiftly soars above a boundless sea of clouds, atop a flying sword radiating a brilliant azure light. Her long, lustrous black hair is held high in a simple jade hairpin, strands dancing backward in the gust of wind from her high-speed flight. Her face is clear and beautiful, her expression focused and serene. She wears a pale azure silk Hanfu dress, its wide sleeves and hem flowing like petals in the air. Embroidered with intricate auspicious cloud patterns in silver thread, it glimpses beneath the golden light of dawn. The slender blade of the ancient sword at her feet resembles a flawless crystal, its steady azure glow illuminating her cloud-patterned brocade boots and the hem of her dress. The camera follows her as she swiftly and gracefully weaves through the undulating clouds. Below lies a thick sea of clouds, surging like an ocean. The sun, at dawn, rises from the horizon, scattering its golden light across the sky and gilding the peaks of the clouds with a warm golden edge. The entire scene is imbued with epic grandeur and an ethereal, ethereal aura of immortality. The dominant color palette is the deep blue of the sky and the warm golden hue of the sun, creating a tranquil yet powerful atmosphere.", + "seed": 12079, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_15/index_2502_seed_12079_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.22652958892285824, + "vlm_logprob": -0.22652958892285824, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.22652958892285824, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974852442741394 + ], + "opposite_logprob_tokens": [ + -0.47485241293907166 + ], + "logprob_reward": -0.974852442741394, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974852442741394, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2503456473350525, + 0.13549590110778809, + 0.16419535875320435, + 0.12546704709529877, + 0.10692458599805832, + 0.024303611367940903, + 0.03374550864100456, + 0.08488920331001282, + 0.02102530747652054, + 0.05360779911279678 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.974852442741394 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374874636530876 + ], + "opposite_logprob_tokens": [ + -3.6513748168945312 + ], + "logprob_reward": -0.026374874636530876, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374874636530876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22709418833255768, + 0.17675550282001495, + 0.18399578332901, + 0.13954126834869385, + 0.08450722694396973, + 0.02101035788655281, + 0.03915468230843544, + 0.02324310690164566, + 0.04059438034892082, + 0.06410347670316696 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.026374874636530876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038140445947647095 + ], + "opposite_logprob_tokens": [ + -3.2881405353546143 + ], + "logprob_reward": -0.038140445947647095, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038140445947647095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18669742345809937, + 0.19459058344364166, + 0.18709708750247955, + 0.13074110448360443, + 0.10636918246746063, + 0.025768373161554337, + 0.05267103388905525, + 0.0488494336605072, + 0.013608714565634727, + 0.0536070354282856 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.038140445947647095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282483220100403 + ], + "opposite_logprob_tokens": [ + -3.773282527923584 + ], + "logprob_reward": -0.023282483220100403, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282483220100403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0794665664434433, + 0.09384492039680481, + 0.12667393684387207, + 0.04078718647360802, + 0.10498244315385818, + 0.04410668462514877, + 0.11997070908546448, + 0.2202041745185852, + 0.019378257915377617, + 0.15058518946170807 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.023282483220100403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999769806861877 + ], + "opposite_logprob_tokens": [ + -2.694997787475586 + ], + "logprob_reward": -0.06999769806861877, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999769806861877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16298846900463104, + 0.22055259346961975, + 0.08897509425878525, + 0.10652577877044678, + 0.07483639568090439, + 0.04225102439522743, + 0.0739603266119957, + 0.15152879059314728, + 0.02385460026562214, + 0.05452686920762062 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.06999769806861877 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, wide-angle, overhead tracking shot follows a woman in flowing ancient costume as she swiftly soars above a boundless sea of clouds, atop a flying sword radiating a brilliant azure light. Her long, lustrous black hair is held high in a simple jade hairpin, strands dancing backward in the gust of wind from her high-speed flight. Her face is clear and beautiful, her expression focused and serene. She wears a pale azure silk Hanfu dress, its wide sleeves and hem flowing like petals in the air. Embroidered with intricate auspicious cloud patterns in silver thread, it glimpses beneath the golden light of dawn. The slender blade of the ancient sword at her feet resembles a flawless crystal, its steady azure glow illuminating her cloud-patterned brocade boots and the hem of her dress. The camera follows her as she swiftly and gracefully weaves through the undulating clouds. Below lies a thick sea of clouds, surging like an ocean. The sun, at dawn, rises from the horizon, scattering its golden light across the sky and gilding the peaks of the clouds with a warm golden edge. The entire scene is imbued with epic grandeur and an ethereal, ethereal aura of immortality. The dominant color palette is the deep blue of the sky and the warm golden hue of the sun, creating a tranquil yet powerful atmosphere.", + "seed": 12080, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_15/index_2502_seed_12080_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08240363523364067, + "vlm_logprob": -0.08240363523364067, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.08240363523364067, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25254079699516296 + ], + "opposite_logprob_tokens": [ + -1.5025408267974854 + ], + "logprob_reward": -0.25254079699516296, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25254079699516296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12570136785507202, + 0.04421798139810562, + 0.09733736515045166, + 0.07863844186067581, + 0.050052911043167114, + 0.08748668432235718, + 0.01244744285941124, + 0.02701243758201599, + 0.1587427854537964, + 0.31836259365081787 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.25254079699516296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086884886026382 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086884886026382, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086884886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11509116739034653, + 0.05878942459821701, + 0.11046826839447021, + 0.10274791717529297, + 0.07099420577287674, + 0.06461630016565323, + 0.023332374170422554, + 0.04309729486703873, + 0.1618063896894455, + 0.24905666708946228 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.011086884886026382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635815367102623 + ], + "opposite_logprob_tokens": [ + -3.651358127593994 + ], + "logprob_reward": -0.02635815367102623, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635815367102623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08776337653398514, + 0.06532997637987137, + 0.12678761780261993, + 0.188179150223732, + 0.06751280277967453, + 0.10090485215187073, + 0.03330618515610695, + 0.04050832241773605, + 0.06761632114648819, + 0.2220914214849472 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.02635815367102623 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898800820112228 + ], + "opposite_logprob_tokens": [ + -2.5789880752563477 + ], + "logprob_reward": -0.07898800820112228, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898800820112228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04609063267707825, + 0.01969403773546219, + 0.5412022471427917, + 0.08396030217409134, + 0.038159240037202835, + 0.04680493101477623, + 0.05456928536295891, + 0.03429371863603592, + 0.03434877097606659, + 0.1008768379688263 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.07898800820112228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043044332414865494 + ], + "opposite_logprob_tokens": [ + -3.168044328689575 + ], + "logprob_reward": -0.043044332414865494, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043044332414865494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05289231240749359, + 0.016216222196817398, + 0.6973928213119507, + 0.044500019401311874, + 0.03315342217683792, + 0.02268480882048607, + 0.02099430374801159, + 0.025300202891230583, + 0.030471205711364746, + 0.05639471858739853 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.043044332414865494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, wide-angle, overhead tracking shot follows a woman in flowing ancient costume as she swiftly soars above a boundless sea of clouds, atop a flying sword radiating a brilliant azure light. Her long, lustrous black hair is held high in a simple jade hairpin, strands dancing backward in the gust of wind from her high-speed flight. Her face is clear and beautiful, her expression focused and serene. She wears a pale azure silk Hanfu dress, its wide sleeves and hem flowing like petals in the air. Embroidered with intricate auspicious cloud patterns in silver thread, it glimpses beneath the golden light of dawn. The slender blade of the ancient sword at her feet resembles a flawless crystal, its steady azure glow illuminating her cloud-patterned brocade boots and the hem of her dress. The camera follows her as she swiftly and gracefully weaves through the undulating clouds. Below lies a thick sea of clouds, surging like an ocean. The sun, at dawn, rises from the horizon, scattering its golden light across the sky and gilding the peaks of the clouds with a warm golden edge. The entire scene is imbued with epic grandeur and an ethereal, ethereal aura of immortality. The dominant color palette is the deep blue of the sky and the warm golden hue of the sun, creating a tranquil yet powerful atmosphere.", + "seed": 12081, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_15/index_2502_seed_12081_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04780509639531374, + "vlm_logprob": -0.04780509639531374, + "vlm_yes_no_margin": 3.374999976158142, + "vlm_token_credit": -0.04780509639531374, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12749634683132172 + ], + "opposite_logprob_tokens": [ + -2.1274962425231934 + ], + "logprob_reward": -0.12749634683132172, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12749634683132172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12167325615882874, + 0.08329777419567108, + 0.053483348339796066, + 0.03058267943561077, + 0.08343559503555298, + 0.3724103271961212, + 0.05219278484582901, + 0.0656735822558403, + 0.059228505939245224, + 0.0780220702290535 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.12749634683132172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979651790112257 + ], + "opposite_logprob_tokens": [ + -4.634796619415283 + ], + "logprob_reward": -0.00979651790112257, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979651790112257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1356196254491806, + 0.21805059909820557, + 0.07990295439958572, + 0.031313102692365646, + 0.1028769239783287, + 0.09947805851697922, + 0.10027701407670975, + 0.04596733674407005, + 0.08341789990663528, + 0.10309654474258423 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.00979651790112257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023309502750635147 + ], + "opposite_logprob_tokens": [ + -3.7733094692230225 + ], + "logprob_reward": -0.023309502750635147, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023309502750635147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11802837997674942, + 0.2094893604516983, + 0.04290829598903656, + 0.07480701059103012, + 0.11968078464269638, + 0.1736358255147934, + 0.0771314725279808, + 0.036028698086738586, + 0.0584695003926754, + 0.08982067555189133 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.023309502750635147 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979184128344059 + ], + "opposite_logprob_tokens": [ + -3.529791831970215 + ], + "logprob_reward": -0.02979184128344059, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979184128344059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07436717301607132, + 0.16548021137714386, + 0.02615741826593876, + 0.03349602594971657, + 0.06944631040096283, + 0.3963448107242584, + 0.1476171463727951, + 0.010673144832253456, + 0.027837572619318962, + 0.04858016595244408 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.02979184128344059 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048631273210048676 + ], + "opposite_logprob_tokens": [ + -3.048631191253662 + ], + "logprob_reward": -0.048631273210048676, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048631273210048676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10896778851747513, + 0.24829049408435822, + 0.03232960030436516, + 0.041270915418863297, + 0.08461125195026398, + 0.1470716893672943, + 0.0512169785797596, + 0.1382424682378769, + 0.08442463725805283, + 0.06357418745756149 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.048631273210048676 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, wide-angle, overhead tracking shot follows a woman in flowing ancient costume as she swiftly soars above a boundless sea of clouds, atop a flying sword radiating a brilliant azure light. Her long, lustrous black hair is held high in a simple jade hairpin, strands dancing backward in the gust of wind from her high-speed flight. Her face is clear and beautiful, her expression focused and serene. She wears a pale azure silk Hanfu dress, its wide sleeves and hem flowing like petals in the air. Embroidered with intricate auspicious cloud patterns in silver thread, it glimpses beneath the golden light of dawn. The slender blade of the ancient sword at her feet resembles a flawless crystal, its steady azure glow illuminating her cloud-patterned brocade boots and the hem of her dress. The camera follows her as she swiftly and gracefully weaves through the undulating clouds. Below lies a thick sea of clouds, surging like an ocean. The sun, at dawn, rises from the horizon, scattering its golden light across the sky and gilding the peaks of the clouds with a warm golden edge. The entire scene is imbued with epic grandeur and an ethereal, ethereal aura of immortality. The dominant color palette is the deep blue of the sky and the warm golden hue of the sun, creating a tranquil yet powerful atmosphere.", + "seed": 12082, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_15/index_2502_seed_12082_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0652819737792015, + "vlm_logprob": -0.0652819737792015, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.0652819737792015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22617411613464355 + ], + "opposite_logprob_tokens": [ + -1.6011741161346436 + ], + "logprob_reward": -0.22617411613464355, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22617411613464355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0956348404288292, + 0.10510343313217163, + 0.062142513692379, + 0.4270329177379608, + 0.028427433222532272, + 0.0830618366599083, + 0.04529633745551109, + 0.028977341949939728, + 0.08609866350889206, + 0.03822464495897293 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.22617411613464355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041038114577531815 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.0041038114577531815, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041038114577531815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0988844484090805, + 0.07876371592283249, + 0.08317188173532486, + 0.2470061331987381, + 0.05489899963140488, + 0.12820497155189514, + 0.034052737057209015, + 0.054391343146562576, + 0.08433905988931656, + 0.13628670573234558 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.0041038114577531815 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301584646105766 + ], + "opposite_logprob_tokens": [ + -3.773301601409912 + ], + "logprob_reward": -0.023301584646105766, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301584646105766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.099840447306633, + 0.12879715859889984, + 0.06708640605211258, + 0.2246558964252472, + 0.03832568973302841, + 0.09820825606584549, + 0.0876946821808815, + 0.10782880336046219, + 0.0757049024105072, + 0.07185772806406021 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.023301584646105766 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792536050081253 + ], + "opposite_logprob_tokens": [ + -3.529792547225952 + ], + "logprob_reward": -0.029792536050081253, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792536050081253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0612916424870491, + 0.10388460010290146, + 0.015153183601796627, + 0.6562930941581726, + 0.025273244827985764, + 0.040573928505182266, + 0.009755473583936691, + 0.017651500180363655, + 0.011072369292378426, + 0.0590510331094265 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.029792536050081253 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a pale azure silk Hanfu dress with embroidered silver cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman flying swiftly above a boundless sea of clouds while holding a flying sword that radiates brilliant azure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long black hair held in a simple jade hairpin, with strands dancing backward due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by the golden light of a rising dawn sun, gilding the cloud peaks with a warm golden edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking shot that follows the woman as she weaves through the undulating clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303782060742378 + ], + "opposite_logprob_tokens": [ + -3.1680378913879395 + ], + "logprob_reward": -0.04303782060742378, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303782060742378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11074700951576233, + 0.06850267201662064, + 0.08730188012123108, + 0.10414926707744598, + 0.08559684455394745, + 0.21535436809062958, + 0.06321003288030624, + 0.1009342297911644, + 0.08970142900943756, + 0.07450226694345474 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.04303782060742378 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_2/index_tensor([4235, 4235])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_2/index_tensor([4235, 4235])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..20db9c46454afff80a843dd2c6eadf3870529ffb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_2/index_tensor([4235, 4235])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle shot zooms in quickly and steadily to the young, defiant warrior, speeding across the vast, choppy surface of a deep blue sea beneath a dramatic, overcast sky. His dark hair is tied in two tall tiaras, bound with flowing red ribbons, and his face appears intensely focused in the cool, ambient light. Clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings, he leans forward, effortlessly balancing on his legendary wind-wheel. These are no mere flames, but swirling vortices of blazing gold and crimson flames that hiss on contact and vaporize water, setting off explosive, arcing plumes. Thousands of ultra-fine, crystallized droplets are flung into the air, catching the high-contrast cinematic light and frozen in time like scattered jewels. In his right hand, he clutches his fire-tipped spear, its polished steel head gleaming, poised for the impending blow. The scene is dominated by a cool palette of deep blues and grays, which allows the warm, violent glow of the flaming wheels and the luminous trails they carve into the water to overflow with a palpable mythological energy.", + "seed": 26033, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_2/index_4235_seed_26033_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05993239982053637, + "vlm_logprob": -0.05993239982053637, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.05993239982053637, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14658278226852417 + ], + "opposite_logprob_tokens": [ + -2.021582841873169 + ], + "logprob_reward": -0.14658278226852417, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14658278226852417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1446608006954193, + 0.026051752269268036, + 0.031032603234052658, + 0.043956536799669266, + 0.05549069866538048, + 0.12657776474952698, + 0.09855204075574875, + 0.02722025290131569, + 0.05992911010980606, + 0.3865284025669098 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.14658278226852417 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905342221260071 + ], + "opposite_logprob_tokens": [ + -2.4640533924102783 + ], + "logprob_reward": -0.08905342221260071, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905342221260071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10784722864627838, + 0.04200688749551773, + 0.027739716693758965, + 0.03499383106827736, + 0.04702196270227432, + 0.1077658087015152, + 0.14417359232902527, + 0.11933993548154831, + 0.19938242435455322, + 0.1697285771369934 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.08905342221260071 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208698645234108 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208698645234108, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208698645234108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13450981676578522, + 0.06494627892971039, + 0.022120054811239243, + 0.032960910350084305, + 0.04552127420902252, + 0.06119954586029053, + 0.13765795528888702, + 0.17593544721603394, + 0.11797080934047699, + 0.20717792212963104 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.014208698645234108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308303818106651 + ], + "opposite_logprob_tokens": [ + -3.1680829524993896 + ], + "logprob_reward": -0.04308303818106651, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308303818106651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13330507278442383, + 0.08385100215673447, + 0.03627853840589523, + 0.03525251895189285, + 0.053673744201660156, + 0.12476403266191483, + 0.19270476698875427, + 0.23111048340797424, + 0.06174143776297569, + 0.04731838405132294 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.04308303818106651 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734057795256376 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006734057795256376, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734057795256376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22412970662117004, + 0.07863239198923111, + 0.10993628948926926, + 0.13490478694438934, + 0.13070306181907654, + 0.027294263243675232, + 0.1288401335477829, + 0.06390725076198578, + 0.05391479283571243, + 0.04773730784654617 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.006734057795256376 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle shot zooms in quickly and steadily to the young, defiant warrior, speeding across the vast, choppy surface of a deep blue sea beneath a dramatic, overcast sky. His dark hair is tied in two tall tiaras, bound with flowing red ribbons, and his face appears intensely focused in the cool, ambient light. Clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings, he leans forward, effortlessly balancing on his legendary wind-wheel. These are no mere flames, but swirling vortices of blazing gold and crimson flames that hiss on contact and vaporize water, setting off explosive, arcing plumes. Thousands of ultra-fine, crystallized droplets are flung into the air, catching the high-contrast cinematic light and frozen in time like scattered jewels. In his right hand, he clutches his fire-tipped spear, its polished steel head gleaming, poised for the impending blow. The scene is dominated by a cool palette of deep blues and grays, which allows the warm, violent glow of the flaming wheels and the luminous trails they carve into the water to overflow with a palpable mythological energy.", + "seed": 26034, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_2/index_4235_seed_26034_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10161495190113783, + "vlm_logprob": -0.10161495190113783, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.10161495190113783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38858315348625183 + ], + "opposite_logprob_tokens": [ + -1.1385831832885742 + ], + "logprob_reward": -0.38858315348625183, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38858315348625183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22679829597473145, + 0.11827503144741058, + 0.035797007381916046, + 0.0744914785027504, + 0.12421858310699463, + 0.0611603781580925, + 0.047793515026569366, + 0.08330253511667252, + 0.07147430628538132, + 0.1566888391971588 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.38858315348625183 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900365442037582 + ], + "opposite_logprob_tokens": [ + -2.5790035724639893 + ], + "logprob_reward": -0.07900365442037582, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900365442037582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06783202290534973, + 0.045877616852521896, + 0.09903834760189056, + 0.07090290635824203, + 0.20572498440742493, + 0.12601564824581146, + 0.06651443988084793, + 0.031676456332206726, + 0.17158938944339752, + 0.1148282065987587 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.07900365442037582 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255536638200283 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.01255536638200283, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255536638200283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12552209198474884, + 0.05759132653474808, + 0.07874664664268494, + 0.10307984799146652, + 0.22434496879577637, + 0.04980533942580223, + 0.05123036727309227, + 0.12717530131340027, + 0.14806737005710602, + 0.034436751157045364 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.01255536638200283 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329692617058754 + ], + "opposite_logprob_tokens": [ + -3.77329683303833 + ], + "logprob_reward": -0.02329692617058754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329692617058754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1147250086069107, + 0.08566258102655411, + 0.14873440563678741, + 0.16525700688362122, + 0.11274112015962601, + 0.1815706044435501, + 0.05135633796453476, + 0.039246831089258194, + 0.05479409918189049, + 0.045912038534879684 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.02329692617058754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635659046471119 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635659046471119, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635659046471119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.335438072681427, + 0.04620984569191933, + 0.027779797092080116, + 0.027396036311984062, + 0.1749427169561386, + 0.038217298686504364, + 0.01939319260418415, + 0.05774082988500595, + 0.13584953546524048, + 0.13703271746635437 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.004635659046471119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle shot zooms in quickly and steadily to the young, defiant warrior, speeding across the vast, choppy surface of a deep blue sea beneath a dramatic, overcast sky. His dark hair is tied in two tall tiaras, bound with flowing red ribbons, and his face appears intensely focused in the cool, ambient light. Clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings, he leans forward, effortlessly balancing on his legendary wind-wheel. These are no mere flames, but swirling vortices of blazing gold and crimson flames that hiss on contact and vaporize water, setting off explosive, arcing plumes. Thousands of ultra-fine, crystallized droplets are flung into the air, catching the high-contrast cinematic light and frozen in time like scattered jewels. In his right hand, he clutches his fire-tipped spear, its polished steel head gleaming, poised for the impending blow. The scene is dominated by a cool palette of deep blues and grays, which allows the warm, violent glow of the flaming wheels and the luminous trails they carve into the water to overflow with a palpable mythological energy.", + "seed": 26035, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_2/index_4235_seed_26035_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12887785136699675, + "vlm_logprob": -0.12887785136699675, + "vlm_yes_no_margin": 2.825000023841858, + "vlm_token_credit": -0.12887785136699675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4303407669067383 + ], + "opposite_logprob_tokens": [ + -1.0553407669067383 + ], + "logprob_reward": -0.4303407669067383, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4303407669067383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04112895205616951, + 0.04775942489504814, + 0.02772163413465023, + 0.04152141883969307, + 0.22298981249332428, + 0.053284335881471634, + 0.0324295349419117, + 0.14135891199111938, + 0.20424608886241913, + 0.18755987286567688 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.4303407669067383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428462415933609 + ], + "opposite_logprob_tokens": [ + -2.0178463459014893 + ], + "logprob_reward": -0.1428462415933609, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428462415933609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060632675886154175, + 0.1457013636827469, + 0.06138600409030914, + 0.04710797220468521, + 0.04968366026878357, + 0.10353308916091919, + 0.032631766051054, + 0.15419188141822815, + 0.21299050748348236, + 0.13214111328125 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.1428462415933609 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304378613829613 + ], + "opposite_logprob_tokens": [ + -3.7733044624328613 + ], + "logprob_reward": -0.023304378613829613, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304378613829613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04535025730729103, + 0.13337886333465576, + 0.062375303357839584, + 0.0421946756541729, + 0.19043634831905365, + 0.0957220047712326, + 0.02842244878411293, + 0.034572869539260864, + 0.28583651781082153, + 0.08171070367097855 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.023304378613829613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812059387564659 + ], + "opposite_logprob_tokens": [ + -3.2881205081939697 + ], + "logprob_reward": -0.03812059387564659, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812059387564659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07747924327850342, + 0.17323735356330872, + 0.030685758218169212, + 0.026432061567902565, + 0.06387995183467865, + 0.09724002331495285, + 0.04603917896747589, + 0.06847993284463882, + 0.29586055874824524, + 0.12066593021154404 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.03812059387564659 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977727584540844 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.00977727584540844, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977727584540844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04272732138633728, + 0.09343922138214111, + 0.02257744036614895, + 0.053903792053461075, + 0.2182808518409729, + 0.06449632346630096, + 0.04483426734805107, + 0.0946609228849411, + 0.2843894064426422, + 0.08069045096635818 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.00977727584540844 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle shot zooms in quickly and steadily to the young, defiant warrior, speeding across the vast, choppy surface of a deep blue sea beneath a dramatic, overcast sky. His dark hair is tied in two tall tiaras, bound with flowing red ribbons, and his face appears intensely focused in the cool, ambient light. Clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings, he leans forward, effortlessly balancing on his legendary wind-wheel. These are no mere flames, but swirling vortices of blazing gold and crimson flames that hiss on contact and vaporize water, setting off explosive, arcing plumes. Thousands of ultra-fine, crystallized droplets are flung into the air, catching the high-contrast cinematic light and frozen in time like scattered jewels. In his right hand, he clutches his fire-tipped spear, its polished steel head gleaming, poised for the impending blow. The scene is dominated by a cool palette of deep blues and grays, which allows the warm, violent glow of the flaming wheels and the luminous trails they carve into the water to overflow with a palpable mythological energy.", + "seed": 26036, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_2/index_4235_seed_26036_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07983559593558312, + "vlm_logprob": -0.07983559593558312, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.07983559593558312, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2834400534629822 + ], + "opposite_logprob_tokens": [ + -1.408440113067627 + ], + "logprob_reward": -0.2834400534629822, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2834400534629822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3855738341808319, + 0.057414595037698746, + 0.09383244812488556, + 0.012576612643897533, + 0.014814953319728374, + 0.025120416656136513, + 0.03370654582977295, + 0.27458709478378296, + 0.0631960779428482, + 0.03917741775512695 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.2834400534629822 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206341087818146 + ], + "opposite_logprob_tokens": [ + -2.812063455581665 + ], + "logprob_reward": -0.06206341087818146, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206341087818146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12699416279792786, + 0.10631078481674194, + 0.177994042634964, + 0.01477312482893467, + 0.024510003626346588, + 0.023280518129467964, + 0.03456550091505051, + 0.31992051005363464, + 0.0900915265083313, + 0.08155984431505203 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.06206341087818146 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598072558641434 + ], + "opposite_logprob_tokens": [ + -3.8955981731414795 + ], + "logprob_reward": -0.020598072558641434, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598072558641434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11756705492734909, + 0.10423475503921509, + 0.06665577739477158, + 0.02806655690073967, + 0.012625924311578274, + 0.025179166346788406, + 0.05298491567373276, + 0.051836706697940826, + 0.05432906001806259, + 0.48652002215385437 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.020598072558641434 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297041654586792 + ], + "opposite_logprob_tokens": [ + -3.773297071456909 + ], + "logprob_reward": -0.023297041654586792, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297041654586792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15783722698688507, + 0.06552505493164062, + 0.22499971091747284, + 0.02031836286187172, + 0.05662832036614418, + 0.015827134251594543, + 0.044909875839948654, + 0.2660461366176605, + 0.05055413767695427, + 0.09735406935214996 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.023297041654586792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that zooms in quickly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young warrior with dark hair tied in two tall tiaras bound with flowing red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior clad in ornate black metal armor and a crimson tunic etched with intricate gold carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior balancing on a legendary wind-wheel while holding a fire-tipped spear in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swirling vortices of blazing gold and crimson flames visible beneath the warrior, vaporizing the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1363375037908554, + 0.03418710082769394, + 0.007023596204817295, + 0.009159606881439686, + 0.007768615614622831, + 0.014900784008204937, + 0.0141927944496274, + 0.7277525067329407, + 0.012296619825065136, + 0.03638084977865219 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.009779401123523712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_3/index_tensor([680, 680])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_3/index_tensor([680, 680])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..023220148654d1b841c5b61939078af9a4d73528 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_3/index_tensor([680, 680])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot captures a moment of dynamic action in a photorealistic style, bathed in the soft, golden glow of warm kitchen lighting. A clear, thick-bottomed glass, beaded with water, is three-quarters filled with pale yellow, cloudy lemonade and ice cubes, resting on a warm-toned wooden table with distinct textures. The action begins when a small, pearlescent white, four-hole shirt button is released just above the glass, dropping swiftly and decisively. With a distinctive plop, it breaks the surface of the liquid, causing a miniature corona of lemonade to erupt upward and outward. Sparkling, vivid droplets swirl in the air in a dynamic spray before landing and spreading across the matte surface of the table, creating small, dark, damp spots. As the ripples on the lemonade's surface begin to dissipate, the button gently sways as it sinks, eventually coming to rest at the bottom of the glass, its simple shape magnified by the liquid. The final state is a tranquil scene: the button nestled in its glassy prison, scattered drops of juice glittering on the wood, creating a lively and casual atmosphere.", + "seed": 32731, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_3/index_680_seed_32731_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03309950483962894, + "vlm_logprob": -0.03309950483962894, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03309950483962894, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11583511531352997 + ], + "opposite_logprob_tokens": [ + -2.240835189819336 + ], + "logprob_reward": -0.11583511531352997, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11583511531352997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14644254744052887, + 0.39144089818000793, + 0.03133067861199379, + 0.036508239805698395, + 0.07241638004779816, + 0.025833329185843468, + 0.0103879664093256, + 0.03203883767127991, + 0.16101998090744019, + 0.09258116036653519 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.11583511531352997 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005266483407467604 + ], + "opposite_logprob_tokens": [ + -5.2552666664123535 + ], + "logprob_reward": -0.005266483407467604, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005266483407467604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1431831419467926, + 0.11275041848421097, + 0.05827995762228966, + 0.08229809254407883, + 0.06110106408596039, + 0.028662515804171562, + 0.022692842409014702, + 0.14731059968471527, + 0.15962429344654083, + 0.1840970516204834 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.005266483407467604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981533110141754 + ], + "opposite_logprob_tokens": [ + -3.529815435409546 + ], + "logprob_reward": -0.02981533110141754, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981533110141754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1507507711648941, + 0.16616778075695038, + 0.054598238319158554, + 0.02859049290418625, + 0.018049754202365875, + 0.03148135915398598, + 0.012894881889224052, + 0.134770929813385, + 0.3233605623245239, + 0.07933519780635834 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.02981533110141754 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949762649834156 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949762649834156, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949762649834156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08979307860136032, + 0.5917935967445374, + 0.056814368814229965, + 0.012669909745454788, + 0.04664451256394386, + 0.01107812486588955, + 0.011933931149542332, + 0.05046747252345085, + 0.07596749812364578, + 0.05283746495842934 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.005949762649834156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630831725895405 + ], + "opposite_logprob_tokens": [ + -4.758630752563477 + ], + "logprob_reward": -0.008630831725895405, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630831725895405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23986311256885529, + 0.37844064831733704, + 0.030155563727021217, + 0.035134319216012955, + 0.06976237893104553, + 0.01715070940554142, + 0.033071693032979965, + 0.05543149635195732, + 0.08443042635917664, + 0.056559644639492035 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.008630831725895405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures a moment of dynamic action in a photorealistic style, bathed in the soft, golden glow of warm kitchen lighting. A clear, thick-bottomed glass, beaded with water, is three-quarters filled with pale yellow, cloudy lemonade and ice cubes, resting on a warm-toned wooden table with distinct textures. The action begins when a small, pearlescent white, four-hole shirt button is released just above the glass, dropping swiftly and decisively. With a distinctive plop, it breaks the surface of the liquid, causing a miniature corona of lemonade to erupt upward and outward. Sparkling, vivid droplets swirl in the air in a dynamic spray before landing and spreading across the matte surface of the table, creating small, dark, damp spots. As the ripples on the lemonade's surface begin to dissipate, the button gently sways as it sinks, eventually coming to rest at the bottom of the glass, its simple shape magnified by the liquid. The final state is a tranquil scene: the button nestled in its glassy prison, scattered drops of juice glittering on the wood, creating a lively and casual atmosphere.", + "seed": 32732, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_3/index_680_seed_32732_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04095268379896879, + "vlm_logprob": -0.04095268379896879, + "vlm_yes_no_margin": 3.8499999761581423, + "vlm_token_credit": -0.04095268379896879, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12999781966209412 + ], + "opposite_logprob_tokens": [ + -2.129997730255127 + ], + "logprob_reward": -0.12999781966209412, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12999781966209412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2274520844221115, + 0.0836646631360054, + 0.147723987698555, + 0.14346912503242493, + 0.13149629533290863, + 0.03335094824433327, + 0.07627164572477341, + 0.0289993304759264, + 0.06930579245090485, + 0.05826618894934654 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.12999781966209412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009814579039812088 + ], + "opposite_logprob_tokens": [ + -4.634814739227295 + ], + "logprob_reward": -0.009814579039812088, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009814579039812088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25537505745887756, + 0.12072034925222397, + 0.12472812831401825, + 0.14957474172115326, + 0.07606194913387299, + 0.05793531611561775, + 0.0651545524597168, + 0.04045568034052849, + 0.04803101718425751, + 0.06196331977844238 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.009814579039812088 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486849807202816 + ], + "opposite_logprob_tokens": [ + -3.048685073852539 + ], + "logprob_reward": -0.0486849807202816, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486849807202816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39264699816703796, + 0.08289975672960281, + 0.10432552546262741, + 0.1773507297039032, + 0.02958936057984829, + 0.02547246403992176, + 0.048269953578710556, + 0.01789577677845955, + 0.06625048816204071, + 0.05529891699552536 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0486849807202816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864158570766449 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.00864158570766449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864158570766449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1057930439710617, + 0.3580375611782074, + 0.09408880770206451, + 0.11485736072063446, + 0.0777219831943512, + 0.06784795969724655, + 0.05538240447640419, + 0.049417220056056976, + 0.051031097769737244, + 0.025822661817073822 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.00864158570766449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624453864991665 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624453864991665, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624453864991665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3475918769836426, + 0.11963120102882385, + 0.060605619102716446, + 0.14909037947654724, + 0.06306974589824677, + 0.06119074299931526, + 0.06802395731210709, + 0.031874556094408035, + 0.06050283834338188, + 0.038419052958488464 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.007624453864991665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures a moment of dynamic action in a photorealistic style, bathed in the soft, golden glow of warm kitchen lighting. A clear, thick-bottomed glass, beaded with water, is three-quarters filled with pale yellow, cloudy lemonade and ice cubes, resting on a warm-toned wooden table with distinct textures. The action begins when a small, pearlescent white, four-hole shirt button is released just above the glass, dropping swiftly and decisively. With a distinctive plop, it breaks the surface of the liquid, causing a miniature corona of lemonade to erupt upward and outward. Sparkling, vivid droplets swirl in the air in a dynamic spray before landing and spreading across the matte surface of the table, creating small, dark, damp spots. As the ripples on the lemonade's surface begin to dissipate, the button gently sways as it sinks, eventually coming to rest at the bottom of the glass, its simple shape magnified by the liquid. The final state is a tranquil scene: the button nestled in its glassy prison, scattered drops of juice glittering on the wood, creating a lively and casual atmosphere.", + "seed": 32733, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_3/index_680_seed_32733_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.041507449373602866, + "vlm_logprob": -0.041507449373602866, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.041507449373602866, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14603500068187714 + ], + "opposite_logprob_tokens": [ + -2.0210349559783936 + ], + "logprob_reward": -0.14603500068187714, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14603500068187714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20349159836769104, + 0.5923627614974976, + 0.059216082096099854, + 0.03563779219985008, + 0.03014211542904377, + 0.0481579415500164, + 0.006512603256851435, + 0.014287484809756279, + 0.0047658453695476055, + 0.005425811279565096 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.14603500068187714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005968011915683746 + ], + "opposite_logprob_tokens": [ + -5.13096809387207 + ], + "logprob_reward": -0.005968011915683746, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005968011915683746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38784605264663696, + 0.31752485036849976, + 0.044499486684799194, + 0.05702854320406914, + 0.03441718593239784, + 0.0545165129005909, + 0.033778175711631775, + 0.030863149091601372, + 0.02489021234214306, + 0.014635876752436161 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005968011915683746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371504321694374 + ], + "opposite_logprob_tokens": [ + -3.408715009689331 + ], + "logprob_reward": -0.03371504321694374, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371504321694374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12789884209632874, + 0.4062412679195404, + 0.20486034452915192, + 0.06635719537734985, + 0.028578707948327065, + 0.03079465962946415, + 0.042112015187740326, + 0.028316877782344818, + 0.04436337202787399, + 0.02047673426568508 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.03371504321694374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628239691257477 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628239691257477, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628239691257477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3364641070365906, + 0.15090695023536682, + 0.13420480489730835, + 0.06700188666582108, + 0.1261548399925232, + 0.033385053277015686, + 0.05895713344216347, + 0.02856886014342308, + 0.03719431534409523, + 0.027162035927176476 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007628239691257477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190951362252235 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014190951362252235, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190951362252235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18538843095302582, + 0.2320580780506134, + 0.22231164574623108, + 0.1276625096797943, + 0.04801785200834274, + 0.07375313341617584, + 0.039896655827760696, + 0.020173363387584686, + 0.028135787695646286, + 0.02260257489979267 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.014190951362252235 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures a moment of dynamic action in a photorealistic style, bathed in the soft, golden glow of warm kitchen lighting. A clear, thick-bottomed glass, beaded with water, is three-quarters filled with pale yellow, cloudy lemonade and ice cubes, resting on a warm-toned wooden table with distinct textures. The action begins when a small, pearlescent white, four-hole shirt button is released just above the glass, dropping swiftly and decisively. With a distinctive plop, it breaks the surface of the liquid, causing a miniature corona of lemonade to erupt upward and outward. Sparkling, vivid droplets swirl in the air in a dynamic spray before landing and spreading across the matte surface of the table, creating small, dark, damp spots. As the ripples on the lemonade's surface begin to dissipate, the button gently sways as it sinks, eventually coming to rest at the bottom of the glass, its simple shape magnified by the liquid. The final state is a tranquil scene: the button nestled in its glassy prison, scattered drops of juice glittering on the wood, creating a lively and casual atmosphere.", + "seed": 32734, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_3/index_680_seed_32734_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04036331009119749, + "vlm_logprob": -0.04036331009119749, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.04036331009119749, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14701293408870697 + ], + "opposite_logprob_tokens": [ + -2.022012948989868 + ], + "logprob_reward": -0.14701293408870697, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14701293408870697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2362881749868393, + 0.09880296885967255, + 0.17921100556850433, + 0.13900558650493622, + 0.09992771595716476, + 0.06576759368181229, + 0.05918261408805847, + 0.06274708360433578, + 0.029740016907453537, + 0.029327236115932465 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.14701293408870697 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008663095533847809 + ], + "opposite_logprob_tokens": [ + -4.758663177490234 + ], + "logprob_reward": -0.008663095533847809, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008663095533847809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2509797513484955, + 0.22581902146339417, + 0.2385178506374359, + 0.08027957379817963, + 0.0629899874329567, + 0.03296735882759094, + 0.022865716367959976, + 0.029181024059653282, + 0.015137415379285812, + 0.04126230254769325 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008663095533847809 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023307522758841515 + ], + "opposite_logprob_tokens": [ + -3.7733075618743896 + ], + "logprob_reward": -0.023307522758841515, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023307522758841515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15811371803283691, + 0.15434689819812775, + 0.2919992208480835, + 0.14792151749134064, + 0.05799172818660736, + 0.08058122545480728, + 0.0279057826846838, + 0.018212368711829185, + 0.014828282408416271, + 0.04809921607375145 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.023307522758841515 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639813400804996 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639813400804996, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639813400804996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2716834843158722, + 0.08554646372795105, + 0.11526819318532944, + 0.19205474853515625, + 0.0746411681175232, + 0.054115891456604004, + 0.028100209310650826, + 0.05488648638129234, + 0.043097931891679764, + 0.08060543984174728 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.008639813400804996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a clear, thick-bottomed glass three-quarters filled with pale yellow, cloudy lemonade and ice cubes visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a small, pearlescent white, four-hole shirt button drop into the glass and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do sparkling droplets erupt from the liquid and spread across a warm-toned wooden table with distinct textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft, golden glow of warm kitchen lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193184673786163 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193184673786163, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193184673786163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43812641501426697, + 0.1221308708190918, + 0.07701431959867477, + 0.15305230021476746, + 0.03947445750236511, + 0.03468261659145355, + 0.04018381983041763, + 0.026422811672091484, + 0.031130380928516388, + 0.03778199851512909 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.014193184673786163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_4/index_tensor([2353, 2353])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_4/index_tensor([2353, 2353])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5df5803884e9a206e3e251ad98ee9b72f31fd4c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_4/index_tensor([2353, 2353])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, deliberate pan begins in close-up, gliding across the perfect, reflective surface of a polished black granite countertop in a sleek, modern kitchen. The camera first captures a sharp silver chef's knife, its mirror-polished stainless steel blade catching and distorting the soft, ambient light from beneath the cabinets. The knife's black, ergonomic polymer handle has a subtle texture, suggesting a firm grip, and held perfectly still, its dangerous potential palpable. As the camera continues its steady movement, it reveals a thin-framed, high-definition television placed uncomfortably close to the knife. The TV's glossy, dark screen is active, displaying a static, abstract screensaver featuring a shifting blue and white geometric pattern. The television's cool, electronic glow washes over the countertop, contrasting sharply with the warm ambient light and casting a faint blue shimmer on the blade's cold metal edge. The overall composition is minimalist and clinically clean, creating a stark and intriguing visual juxtaposition that evokes a tense, ominous atmosphere, transforming the domestic scene into a framework imbued with an unspoken narrative.", + "seed": 28593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_4/index_2353_seed_28593_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017074650735594332, + "vlm_logprob": -0.017074650735594332, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.017074650735594332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04659425839781761 + ], + "opposite_logprob_tokens": [ + -3.2965941429138184 + ], + "logprob_reward": -0.04659425839781761, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04659425839781761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15614959597587585, + 0.07711873948574066, + 0.045294735580682755, + 0.1153777614235878, + 0.17984047532081604, + 0.220863938331604, + 0.10952002555131912, + 0.032060954719781876, + 0.037010300904512405, + 0.026763373985886574 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.04659425839781761 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216220006346703 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216220006346703, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216220006346703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1350172460079193, + 0.08793825656175613, + 0.27733588218688965, + 0.14139966666698456, + 0.05375397205352783, + 0.112857386469841, + 0.05147602781653404, + 0.035265933722257614, + 0.021496020257472992, + 0.08345957845449448 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.014216220006346703 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650213479995728 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650213479995728, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650213479995728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7009782791137695, + 0.02823590859770775, + 0.04176471009850502, + 0.058583296835422516, + 0.038969021290540695, + 0.024383774027228355, + 0.03991497680544853, + 0.017642119899392128, + 0.02624937891960144, + 0.023278549313545227 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.008650213479995728 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001715499092824757 + ], + "opposite_logprob_tokens": [ + -6.376715660095215 + ], + "logprob_reward": -0.001715499092824757, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001715499092824757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11779569834470749, + 0.1801188737154007, + 0.09501733630895615, + 0.05343867838382721, + 0.08239560574293137, + 0.09658879041671753, + 0.18516454100608826, + 0.026761796325445175, + 0.09395067393779755, + 0.0687679722905159 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.001715499092824757 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197062700986862 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014197062700986862, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197062700986862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20583046972751617, + 0.09623607993125916, + 0.11255871504545212, + 0.06714633852243423, + 0.17852024734020233, + 0.049730490893125534, + 0.05926945060491562, + 0.03084726631641388, + 0.08874078840017319, + 0.11112020164728165 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.014197062700986862 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate pan begins in close-up, gliding across the perfect, reflective surface of a polished black granite countertop in a sleek, modern kitchen. The camera first captures a sharp silver chef's knife, its mirror-polished stainless steel blade catching and distorting the soft, ambient light from beneath the cabinets. The knife's black, ergonomic polymer handle has a subtle texture, suggesting a firm grip, and held perfectly still, its dangerous potential palpable. As the camera continues its steady movement, it reveals a thin-framed, high-definition television placed uncomfortably close to the knife. The TV's glossy, dark screen is active, displaying a static, abstract screensaver featuring a shifting blue and white geometric pattern. The television's cool, electronic glow washes over the countertop, contrasting sharply with the warm ambient light and casting a faint blue shimmer on the blade's cold metal edge. The overall composition is minimalist and clinically clean, creating a stark and intriguing visual juxtaposition that evokes a tense, ominous atmosphere, transforming the domestic scene into a framework imbued with an unspoken narrative.", + "seed": 28594, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_4/index_2353_seed_28594_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05064075116533786, + "vlm_logprob": -0.05064075116533786, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.05064075116533786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1084844246506691 + ], + "opposite_logprob_tokens": [ + -2.3584845066070557 + ], + "logprob_reward": -0.1084844246506691, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1084844246506691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16987048089504242, + 0.06609237194061279, + 0.08827139437198639, + 0.05383162945508957, + 0.07587051391601562, + 0.18448248505592346, + 0.15412472188472748, + 0.06679868698120117, + 0.09316476434469223, + 0.04749295115470886 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.1084844246506691 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293117702007294 + ], + "opposite_logprob_tokens": [ + -2.237931251525879 + ], + "logprob_reward": -0.11293117702007294, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293117702007294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0655541941523552, + 0.05918523296713829, + 0.1573529690504074, + 0.16152454912662506, + 0.3301958739757538, + 0.029578138142824173, + 0.037052739411592484, + 0.07931634038686752, + 0.03898630291223526, + 0.04125359281897545 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.11293117702007294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013437775196507573 + ], + "opposite_logprob_tokens": [ + -6.626343727111816 + ], + "logprob_reward": -0.0013437775196507573, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013437775196507573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08248551934957504, + 0.08198843896389008, + 0.34912315011024475, + 0.08926725387573242, + 0.11254186183214188, + 0.03954119607806206, + 0.07851604372262955, + 0.08365773409605026, + 0.048212792724370956, + 0.0346660390496254 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.0013437775196507573 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095975775271654 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004095975775271654, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095975775271654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08260268718004227, + 0.035830263048410416, + 0.14063246548175812, + 0.05786406248807907, + 0.0635126605629921, + 0.1036604717373848, + 0.1569531261920929, + 0.1029079481959343, + 0.15380820631980896, + 0.10222814232110977 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.004095975775271654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348400861024857 + ], + "opposite_logprob_tokens": [ + -3.651348352432251 + ], + "logprob_reward": -0.026348400861024857, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348400861024857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10086753219366074, + 0.0998261496424675, + 0.26454460620880127, + 0.09525846689939499, + 0.15722434222698212, + 0.05712102726101875, + 0.053895194083452225, + 0.05848393589258194, + 0.052948687225580215, + 0.05983006954193115 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.026348400861024857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate pan begins in close-up, gliding across the perfect, reflective surface of a polished black granite countertop in a sleek, modern kitchen. The camera first captures a sharp silver chef's knife, its mirror-polished stainless steel blade catching and distorting the soft, ambient light from beneath the cabinets. The knife's black, ergonomic polymer handle has a subtle texture, suggesting a firm grip, and held perfectly still, its dangerous potential palpable. As the camera continues its steady movement, it reveals a thin-framed, high-definition television placed uncomfortably close to the knife. The TV's glossy, dark screen is active, displaying a static, abstract screensaver featuring a shifting blue and white geometric pattern. The television's cool, electronic glow washes over the countertop, contrasting sharply with the warm ambient light and casting a faint blue shimmer on the blade's cold metal edge. The overall composition is minimalist and clinically clean, creating a stark and intriguing visual juxtaposition that evokes a tense, ominous atmosphere, transforming the domestic scene into a framework imbued with an unspoken narrative.", + "seed": 28595, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_4/index_2353_seed_28595_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06464759246446192, + "vlm_logprob": -0.06464759246446192, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.06464759246446192, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16575278341770172 + ], + "opposite_logprob_tokens": [ + -1.9157527685165405 + ], + "logprob_reward": -0.16575278341770172, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16575278341770172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03627623990178108, + 0.05056171491742134, + 0.16439828276634216, + 0.11518566310405731, + 0.024540189653635025, + 0.03019210696220398, + 0.5233760476112366, + 0.027172314003109932, + 0.01425867062062025, + 0.014038809575140476 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.16575278341770172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294384300708771 + ], + "opposite_logprob_tokens": [ + -2.2379438877105713 + ], + "logprob_reward": -0.11294384300708771, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294384300708771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04247020557522774, + 0.06168569251894951, + 0.05822620913386345, + 0.09671802818775177, + 0.06235088035464287, + 0.05628928169608116, + 0.5316798686981201, + 0.032510075718164444, + 0.032702408730983734, + 0.025367291644215584 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.11294384300708771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639714982360601 + ], + "opposite_logprob_tokens": [ + -4.8826398849487305 + ], + "logprob_reward": -0.007639714982360601, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639714982360601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06030187010765076, + 0.19906845688819885, + 0.08855805546045303, + 0.022265300154685974, + 0.08448086678981781, + 0.017556533217430115, + 0.4767380356788635, + 0.015364359132945538, + 0.016209682449698448, + 0.01945679448544979 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.007639714982360601 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319268717430532 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.00319268717430532, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319268717430532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046174172312021255, + 0.1450129747390747, + 0.07977095991373062, + 0.12792016565799713, + 0.0751395970582962, + 0.0819118395447731, + 0.13066725432872772, + 0.12727421522140503, + 0.11681974679231644, + 0.06930913031101227 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.00319268717430532 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370893374085426 + ], + "opposite_logprob_tokens": [ + -3.4087090492248535 + ], + "logprob_reward": -0.03370893374085426, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370893374085426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053195130079984665, + 0.08356889337301254, + 0.10229934006929398, + 0.026067348197102547, + 0.034211546182632446, + 0.03671146556735039, + 0.5758043527603149, + 0.02438005991280079, + 0.02935483492910862, + 0.03440706059336662 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.03370893374085426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate pan begins in close-up, gliding across the perfect, reflective surface of a polished black granite countertop in a sleek, modern kitchen. The camera first captures a sharp silver chef's knife, its mirror-polished stainless steel blade catching and distorting the soft, ambient light from beneath the cabinets. The knife's black, ergonomic polymer handle has a subtle texture, suggesting a firm grip, and held perfectly still, its dangerous potential palpable. As the camera continues its steady movement, it reveals a thin-framed, high-definition television placed uncomfortably close to the knife. The TV's glossy, dark screen is active, displaying a static, abstract screensaver featuring a shifting blue and white geometric pattern. The television's cool, electronic glow washes over the countertop, contrasting sharply with the warm ambient light and casting a faint blue shimmer on the blade's cold metal edge. The overall composition is minimalist and clinically clean, creating a stark and intriguing visual juxtaposition that evokes a tense, ominous atmosphere, transforming the domestic scene into a framework imbued with an unspoken narrative.", + "seed": 28596, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_4/index_2353_seed_28596_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02493774606846273, + "vlm_logprob": -0.02493774606846273, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.02493774606846273, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08205454796552658 + ], + "opposite_logprob_tokens": [ + -2.582054615020752 + ], + "logprob_reward": -0.08205454796552658, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08205454796552658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13341762125492096, + 0.06934201717376709, + 0.29416951537132263, + 0.026073655113577843, + 0.02371179684996605, + 0.08526182919740677, + 0.024114424362778664, + 0.060844916850328445, + 0.06630945205688477, + 0.21675477921962738 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.08205454796552658 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304378613829613 + ], + "opposite_logprob_tokens": [ + -3.7733044624328613 + ], + "logprob_reward": -0.023304378613829613, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304378613829613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.156468003988266, + 0.08842514455318451, + 0.37941551208496094, + 0.024256322532892227, + 0.01977846585214138, + 0.12336983531713486, + 0.02851985953748226, + 0.02508622594177723, + 0.08780627697706223, + 0.06687432527542114 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.023304378613829613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015182883944362402 + ], + "opposite_logprob_tokens": [ + -6.501518249511719 + ], + "logprob_reward": -0.0015182883944362402, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015182883944362402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1516265571117401, + 0.04156864807009697, + 0.5955434441566467, + 0.014365943148732185, + 0.01899782568216324, + 0.023672448471188545, + 0.030942721292376518, + 0.02391032688319683, + 0.046662136912345886, + 0.052710019052028656 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0015182883944362402 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036153923720121384 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036153923720121384, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036153923720121384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05730096623301506, + 0.073086217045784, + 0.1471322774887085, + 0.017789948731660843, + 0.047441624104976654, + 0.1963285356760025, + 0.055669452995061874, + 0.07730428874492645, + 0.11994059383869171, + 0.20800606906414032 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.0036153923720121384 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, deliberate pan across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop in a modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp silver chef's knife with a black ergonomic handle visible on the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin-framed high-definition television with an active blue and white geometric screensaver visible next to the knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a minimalist, clinically clean composition with a tense and ominous atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196122996509075 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014196122996509075, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196122996509075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14795395731925964, + 0.0992022380232811, + 0.1753406971693039, + 0.024898750707507133, + 0.04910210520029068, + 0.12534362077713013, + 0.07407739013433456, + 0.05371353402733803, + 0.13312487304210663, + 0.11724279075860977 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.014196122996509075 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_5/index_tensor([560, 560])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_5/index_tensor([560, 560])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..89663bc0e9ce822ac00d7bb61c17ac4210d13d94 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_5/index_tensor([560, 560])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "surreal, static, extreme close-up centers on a perfect mangosteen fruit, rendered in meticulous photographic detail. Rendered with a desaturated color grading, the scene mutes the fruit's deep purple skin to a mysterious, dusty eggplant hue that absorbs the surrounding light. The fruit rests on a hazy, dark surface, its shape dominating the frame. Its waxy surface clings to a delicate array of tiny, dew-stained water droplets, each a perfect crystal sphere. From within the fruit, a soft inner light seems to pulsate in a slow, rhythmic rhythm, causing the skin to faintly glow from within. With each gentle surge of this inner light, the water droplets catch the light and radiate brilliantly, highlighting every microscopic pore and subtle undulation of the fruit's textured skin, creating a quiet, enchanting, and almost magical atmosphere.", + "seed": 20668, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_5/index_560_seed_20668_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4775428120046854, + "vlm_logprob": -0.4775428120046854, + "vlm_yes_no_margin": 1.675, + "vlm_token_credit": -0.4775428120046854, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03498080372810364 + ], + "opposite_logprob_tokens": [ + -3.5349807739257812 + ], + "logprob_reward": -0.03498080372810364, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03498080372810364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12243683636188507, + 0.06246344372630119, + 0.0794697105884552, + 0.12238293886184692, + 0.07616075128316879, + 0.08029456436634064, + 0.17791038751602173, + 0.061347220093011856, + 0.12054619938135147, + 0.09698794782161713 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.03498080372810364 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08909016847610474 + ], + "opposite_logprob_tokens": [ + -2.46409010887146 + ], + "logprob_reward": -0.08909016847610474, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08909016847610474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1266697198152542, + 0.06890000402927399, + 0.1402687430381775, + 0.1920723170042038, + 0.04232092201709747, + 0.15983977913856506, + 0.03694942966103554, + 0.05750761553645134, + 0.07414937764406204, + 0.10132212191820145 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.08909016847610474 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029812784865498543 + ], + "opposite_logprob_tokens": [ + -3.529812812805176 + ], + "logprob_reward": -0.029812784865498543, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029812784865498543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3285542130470276, + 0.10024375468492508, + 0.06954925507307053, + 0.04175611585378647, + 0.11613567918539047, + 0.11102689057588577, + 0.03174211084842682, + 0.07436685264110565, + 0.05894222855567932, + 0.0676828920841217 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.029812784865498543 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289418160915375 + ], + "opposite_logprob_tokens": [ + -1.0539418458938599 + ], + "logprob_reward": -0.4289418160915375, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289418160915375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16475766897201538, + 0.04598550871014595, + 0.08094320446252823, + 0.0369144082069397, + 0.09384079277515411, + 0.11013481020927429, + 0.054601382464170456, + 0.11053682863712311, + 0.10090238600969315, + 0.20138300955295563 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.4289418160915375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048884868621826 + ], + "opposite_logprob_tokens": [ + -0.17988845705986023 + ], + "logprob_reward": -1.8048884868621826, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048884868621826, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06448426097631454, + 0.07055337727069855, + 0.043763671070337296, + 0.04537510126829147, + 0.03340814262628555, + 0.08492594212293625, + 0.11270803958177567, + 0.10440899431705475, + 0.18435440957546234, + 0.2560180425643921 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -1.8048884868621826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "surreal, static, extreme close-up centers on a perfect mangosteen fruit, rendered in meticulous photographic detail. Rendered with a desaturated color grading, the scene mutes the fruit's deep purple skin to a mysterious, dusty eggplant hue that absorbs the surrounding light. The fruit rests on a hazy, dark surface, its shape dominating the frame. Its waxy surface clings to a delicate array of tiny, dew-stained water droplets, each a perfect crystal sphere. From within the fruit, a soft inner light seems to pulsate in a slow, rhythmic rhythm, causing the skin to faintly glow from within. With each gentle surge of this inner light, the water droplets catch the light and radiate brilliantly, highlighting every microscopic pore and subtle undulation of the fruit's textured skin, creating a quiet, enchanting, and almost magical atmosphere.", + "seed": 20669, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_5/index_560_seed_20669_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5007944297045469, + "vlm_logprob": -0.5007944297045469, + "vlm_yes_no_margin": 1.4, + "vlm_token_credit": -0.5007944297045469, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028825772926211357 + ], + "opposite_logprob_tokens": [ + -3.6538257598876953 + ], + "logprob_reward": -0.028825772926211357, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028825772926211357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21797363460063934, + 0.07119473814964294, + 0.10727249830961227, + 0.07641195505857468, + 0.19495582580566406, + 0.10036490112543106, + 0.0628272145986557, + 0.06849513202905655, + 0.06354358792304993, + 0.03696054592728615 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.028825772926211357 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008250057697296 + ], + "opposite_logprob_tokens": [ + -2.695082426071167 + ], + "logprob_reward": -0.07008250057697296, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008250057697296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11238569021224976, + 0.14821664988994598, + 0.11676609516143799, + 0.02315381169319153, + 0.17539241909980774, + 0.09435565024614334, + 0.07031912356615067, + 0.15547440946102142, + 0.07357639819383621, + 0.03035975806415081 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.07008250057697296 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034633427858353 + ], + "opposite_logprob_tokens": [ + -2.350346326828003 + ], + "logprob_reward": -0.10034633427858353, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034633427858353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2059616595506668, + 0.11301650106906891, + 0.1011868342757225, + 0.019003845751285553, + 0.1376829445362091, + 0.1293506771326065, + 0.042566929012537, + 0.09393742680549622, + 0.07296743243932724, + 0.08432579040527344 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.10034633427858353 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983477354049683 + ], + "opposite_logprob_tokens": [ + -0.5233477354049683 + ], + "logprob_reward": -0.8983477354049683, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983477354049683, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1063486710190773, + 0.2045358419418335, + 0.1429840475320816, + 0.0336749367415905, + 0.07274448871612549, + 0.12976044416427612, + 0.07136579602956772, + 0.08646707236766815, + 0.05592399090528488, + 0.09619471430778503 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.8983477354049683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063698053359985 + ], + "opposite_logprob_tokens": [ + -0.2813698351383209 + ], + "logprob_reward": -1.4063698053359985, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063698053359985, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0710611566901207, + 0.09718330949544907, + 0.06731210649013519, + 0.024324441328644753, + 0.1267947554588318, + 0.2534698247909546, + 0.17304585874080658, + 0.04590177536010742, + 0.03703991696238518, + 0.10386691987514496 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -1.4063698053359985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "No" + ] + }, + { + "prompt": "surreal, static, extreme close-up centers on a perfect mangosteen fruit, rendered in meticulous photographic detail. Rendered with a desaturated color grading, the scene mutes the fruit's deep purple skin to a mysterious, dusty eggplant hue that absorbs the surrounding light. The fruit rests on a hazy, dark surface, its shape dominating the frame. Its waxy surface clings to a delicate array of tiny, dew-stained water droplets, each a perfect crystal sphere. From within the fruit, a soft inner light seems to pulsate in a slow, rhythmic rhythm, causing the skin to faintly glow from within. With each gentle surge of this inner light, the water droplets catch the light and radiate brilliantly, highlighting every microscopic pore and subtle undulation of the fruit's textured skin, creating a quiet, enchanting, and almost magical atmosphere.", + "seed": 20670, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_5/index_560_seed_20670_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.378430725261569, + "vlm_logprob": -0.378430725261569, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.378430725261569, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015910575166344643 + ], + "opposite_logprob_tokens": [ + -4.265910625457764 + ], + "logprob_reward": -0.015910575166344643, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015910575166344643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0947275459766388, + 0.044044073671102524, + 0.05426241457462311, + 0.26923805475234985, + 0.041134461760520935, + 0.13563956320285797, + 0.2623509168624878, + 0.04424823075532913, + 0.025969166308641434, + 0.02838560938835144 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.015910575166344643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026392754167318344 + ], + "opposite_logprob_tokens": [ + -3.651392698287964 + ], + "logprob_reward": -0.026392754167318344, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026392754167318344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07305152714252472, + 0.0634993463754654, + 0.1559516042470932, + 0.4179683327674866, + 0.05247415974736214, + 0.06998973339796066, + 0.07297759503126144, + 0.016721682623028755, + 0.009630437009036541, + 0.06773558259010315 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.026392754167318344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206968426704407 + ], + "opposite_logprob_tokens": [ + -2.8120696544647217 + ], + "logprob_reward": -0.06206968426704407, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206968426704407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14753375947475433, + 0.09950526803731918, + 0.08953433483839035, + 0.16758184134960175, + 0.04061874374747276, + 0.20531322062015533, + 0.1484176367521286, + 0.042358435690402985, + 0.0232525784522295, + 0.03588416427373886 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.06206968426704407 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743041694164276 + ], + "opposite_logprob_tokens": [ + -0.97430419921875 + ], + "logprob_reward": -0.4743041694164276, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743041694164276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10458426922559738, + 0.06089206784963608, + 0.10626707971096039, + 0.3555130064487457, + 0.026780443266034126, + 0.2233290672302246, + 0.02410467155277729, + 0.020360471680760384, + 0.021947750821709633, + 0.05622120946645737 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.4743041694164276 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134764432907104 + ], + "opposite_logprob_tokens": [ + -0.31347644329071045 + ], + "logprob_reward": -1.3134764432907104, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134764432907104, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0601595938205719, + 0.04456358030438423, + 0.0489967055618763, + 0.5946843028068542, + 0.04195639118552208, + 0.05569532886147499, + 0.098798006772995, + 0.006491761654615402, + 0.017967894673347473, + 0.03068644180893898 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -1.3134764432907104 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "surreal, static, extreme close-up centers on a perfect mangosteen fruit, rendered in meticulous photographic detail. Rendered with a desaturated color grading, the scene mutes the fruit's deep purple skin to a mysterious, dusty eggplant hue that absorbs the surrounding light. The fruit rests on a hazy, dark surface, its shape dominating the frame. Its waxy surface clings to a delicate array of tiny, dew-stained water droplets, each a perfect crystal sphere. From within the fruit, a soft inner light seems to pulsate in a slow, rhythmic rhythm, causing the skin to faintly glow from within. With each gentle surge of this inner light, the water droplets catch the light and radiate brilliantly, highlighting every microscopic pore and subtle undulation of the fruit's textured skin, creating a quiet, enchanting, and almost magical atmosphere.", + "seed": 20671, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_5/index_560_seed_20671_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4469508059322834, + "vlm_logprob": -0.4469508059322834, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.4469508059322834, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025487544015049934 + ], + "opposite_logprob_tokens": [ + -3.7754876613616943 + ], + "logprob_reward": -0.025487544015049934, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025487544015049934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07204569876194, + 0.06096326932311058, + 0.21846431493759155, + 0.15569742023944855, + 0.05038384720683098, + 0.12538883090019226, + 0.018687985837459564, + 0.07577283680438995, + 0.10550683736801147, + 0.11708898097276688 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.025487544015049934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048695653676986694 + ], + "opposite_logprob_tokens": [ + -3.0486955642700195 + ], + "logprob_reward": -0.048695653676986694, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048695653676986694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4387601315975189, + 0.11494515091180801, + 0.10216217488050461, + 0.06257639825344086, + 0.08019097149372101, + 0.029558882117271423, + 0.029927074909210205, + 0.07358407229185104, + 0.04422759637236595, + 0.024067647755146027 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.048695653676986694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981671877205372 + ], + "opposite_logprob_tokens": [ + -3.5298166275024414 + ], + "logprob_reward": -0.02981671877205372, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981671877205372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5544732213020325, + 0.03593655675649643, + 0.04285658150911331, + 0.12495571374893188, + 0.03361435979604721, + 0.020703913643956184, + 0.056281134486198425, + 0.06317590177059174, + 0.028712425380945206, + 0.03929022699594498 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.02981671877205372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295545101165771 + ], + "opposite_logprob_tokens": [ + -2.2379555702209473 + ], + "logprob_reward": -0.11295545101165771, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295545101165771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15853802859783173, + 0.07281943410634995, + 0.09351256489753723, + 0.11938895285129547, + 0.08961696922779083, + 0.05633167922496796, + 0.06326864659786224, + 0.10795222967863083, + 0.07320651412010193, + 0.1653650552034378 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.11295545101165771 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on a mangosteen fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fruit's skin colored a dusty eggplant hue rather than bright purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny water droplets visible on the fruit's waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fruit emit a soft inner light that causes the skin to glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.017798662185669 + ], + "opposite_logprob_tokens": [ + -0.14279869198799133 + ], + "logprob_reward": -2.017798662185669, + "yes_no_margin_reward": -1.875, + "token_credit_reward": -2.017798662185669, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15783345699310303, + 0.08402369916439056, + 0.12466499954462051, + 0.1270456612110138, + 0.03343554586172104, + 0.0701875314116478, + 0.0837450623512268, + 0.060162484645843506, + 0.060915734618902206, + 0.19798578321933746 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -2.017798662185669 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_6/index_tensor([6913, 6913])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_6/index_tensor([6913, 6913])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3336ec8d432eb62fb7b5082528e4313ccc8e2c5d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_6/index_tensor([6913, 6913])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level shot frames a collapsible cardboard box made of light brown corrugated material, precariously balanced on one long, folded edge in the center of a polished, light gray concrete floor. The scene is bathed in bright, even, and diffuse studio light, casting only soft, subtle shadows beneath the object, emphasizing the minimalist and clean environment. A sudden, low-frequency vibration noticeably creates ripples on the floor, disrupting the box's delicate balance. It teeters for a tense moment before gracefully and decisively toppling over. The impact with the floor acts as a trigger, instantly releasing the kinetic energy stored in the sharp, factory-made creases. The box's sides spring outward in a swift and satisfyingly fluid motion, snapping into place as they self-assemble in mid-air. The box's base collapses completely flat, quietly closing into a fully formed, open-topped cube, creating an atmosphere of focused, almost magical, precision and effortless transformation.", + "seed": 16862, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_6/index_6913_seed_16862_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04507155842147768, + "vlm_logprob": -0.04507155842147768, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.04507155842147768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0035353321582078934 + ], + "opposite_logprob_tokens": [ + -6.003535270690918 + ], + "logprob_reward": -0.0035353321582078934, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0035353321582078934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09382325410842896, + 0.1329083889722824, + 0.07102914154529572, + 0.04411853104829788, + 0.05795295536518097, + 0.11159330606460571, + 0.2858969569206238, + 0.08761151134967804, + 0.05652676522731781, + 0.05853918194770813 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.0035353321582078934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204937033355236 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014204937033355236, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204937033355236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13662245869636536, + 0.08233443647623062, + 0.0835522711277008, + 0.0735224112868309, + 0.08805982768535614, + 0.1139853298664093, + 0.21771487593650818, + 0.11417850852012634, + 0.04188479110598564, + 0.04814509302377701 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.014204937033355236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015189826488495 + ], + "opposite_logprob_tokens": [ + -1.7015190124511719 + ], + "logprob_reward": -0.2015189826488495, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015189826488495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17998063564300537, + 0.10198413580656052, + 0.07526133954524994, + 0.11635743081569672, + 0.13489007949829102, + 0.055384181439876556, + 0.15439406037330627, + 0.09887389838695526, + 0.04530686140060425, + 0.037567391991615295 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.2015189826488495 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002487067598849535 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.002487067598849535, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002487067598849535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047777555882930756, + 0.12445535510778427, + 0.11332590878009796, + 0.06926096975803375, + 0.07119735330343246, + 0.07633674889802933, + 0.27130699157714844, + 0.06342458724975586, + 0.0783950462937355, + 0.08451942354440689 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.002487067598849535 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036114726681262255 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.0036114726681262255, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036114726681262255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13520978391170502, + 0.1304471343755722, + 0.096232108771801, + 0.07173072546720505, + 0.060050494968891144, + 0.10316874086856842, + 0.2679259181022644, + 0.07264956831932068, + 0.03246166184544563, + 0.03012387454509735 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0036114726681262255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level shot frames a collapsible cardboard box made of light brown corrugated material, precariously balanced on one long, folded edge in the center of a polished, light gray concrete floor. The scene is bathed in bright, even, and diffuse studio light, casting only soft, subtle shadows beneath the object, emphasizing the minimalist and clean environment. A sudden, low-frequency vibration noticeably creates ripples on the floor, disrupting the box's delicate balance. It teeters for a tense moment before gracefully and decisively toppling over. The impact with the floor acts as a trigger, instantly releasing the kinetic energy stored in the sharp, factory-made creases. The box's sides spring outward in a swift and satisfyingly fluid motion, snapping into place as they self-assemble in mid-air. The box's base collapses completely flat, quietly closing into a fully formed, open-topped cube, creating an atmosphere of focused, almost magical, precision and effortless transformation.", + "seed": 16863, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_6/index_6913_seed_16863_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.037976594734936954, + "vlm_logprob": -0.037976594734936954, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.037976594734936954, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00767354853451252 + ], + "opposite_logprob_tokens": [ + -5.007673740386963 + ], + "logprob_reward": -0.00767354853451252, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00767354853451252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1741238534450531, + 0.0141396289691329, + 0.03930966928601265, + 0.049574512988328934, + 0.014304260723292828, + 0.04779498651623726, + 0.06356921046972275, + 0.021526500582695007, + 0.014555239118635654, + 0.5611022114753723 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.00767354853451252 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059982344508171 + ], + "opposite_logprob_tokens": [ + -3.895599842071533 + ], + "logprob_reward": -0.02059982344508171, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059982344508171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10431475192308426, + 0.047075558453798294, + 0.047064896672964096, + 0.02220894955098629, + 0.02973094768822193, + 0.06075053662061691, + 0.14614813029766083, + 0.03721135854721069, + 0.10298927128314972, + 0.40250563621520996 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.02059982344508171 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427786499261856 + ], + "opposite_logprob_tokens": [ + -2.0177786350250244 + ], + "logprob_reward": -0.1427786499261856, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427786499261856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34965041279792786, + 0.05390572547912598, + 0.03593070060014725, + 0.06380295008420944, + 0.0322721041738987, + 0.08559472113847733, + 0.0673859640955925, + 0.024318469688296318, + 0.014337277039885521, + 0.2728016674518585 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.1427786499261856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196004718542099 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014196004718542099, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196004718542099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18588761985301971, + 0.018965208902955055, + 0.03184366226196289, + 0.014344141818583012, + 0.012033198960125446, + 0.03219399228692055, + 0.0672931969165802, + 0.02378181926906109, + 0.017827756702899933, + 0.595829427242279 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.014196004718542099 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634947050362825 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004634947050362825, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634947050362825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3847246468067169, + 0.04241613671183586, + 0.07467008382081985, + 0.1306714117527008, + 0.030201908200979233, + 0.07866457104682922, + 0.05984071269631386, + 0.02622470073401928, + 0.08683112263679504, + 0.08575472235679626 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.004634947050362825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level shot frames a collapsible cardboard box made of light brown corrugated material, precariously balanced on one long, folded edge in the center of a polished, light gray concrete floor. The scene is bathed in bright, even, and diffuse studio light, casting only soft, subtle shadows beneath the object, emphasizing the minimalist and clean environment. A sudden, low-frequency vibration noticeably creates ripples on the floor, disrupting the box's delicate balance. It teeters for a tense moment before gracefully and decisively toppling over. The impact with the floor acts as a trigger, instantly releasing the kinetic energy stored in the sharp, factory-made creases. The box's sides spring outward in a swift and satisfyingly fluid motion, snapping into place as they self-assemble in mid-air. The box's base collapses completely flat, quietly closing into a fully formed, open-topped cube, creating an atmosphere of focused, almost magical, precision and effortless transformation.", + "seed": 16864, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_6/index_6913_seed_16864_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0415626794565469, + "vlm_logprob": -0.0415626794565469, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.0415626794565469, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004059408791363239 + ], + "opposite_logprob_tokens": [ + -5.629059314727783 + ], + "logprob_reward": -0.004059408791363239, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004059408791363239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13771015405654907, + 0.1814238429069519, + 0.09034780412912369, + 0.047513447701931, + 0.07891437411308289, + 0.06014315411448479, + 0.18174007534980774, + 0.0491507425904274, + 0.07596570253372192, + 0.09709067642688751 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.004059408791363239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074232757091522 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.016074232757091522, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074232757091522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23153533041477203, + 0.19243845343589783, + 0.09711964428424835, + 0.06488070636987686, + 0.03691720589995384, + 0.0719362273812294, + 0.13569790124893188, + 0.03450442850589752, + 0.07628487050533295, + 0.05868519842624664 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.016074232757091522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985449731349945 + ], + "opposite_logprob_tokens": [ + -1.8048545122146606 + ], + "logprob_reward": -0.17985449731349945, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985449731349945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17108364403247833, + 0.14523902535438538, + 0.08321516215801239, + 0.09042105078697205, + 0.07912217080593109, + 0.20089328289031982, + 0.1044871136546135, + 0.028054529801011086, + 0.04629974812269211, + 0.0511842705309391 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.17985449731349945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031907858792692423 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031907858792692423, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031907858792692423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2095843255519867, + 0.0908806249499321, + 0.15532539784908295, + 0.062280409038066864, + 0.04219899699091911, + 0.1158781573176384, + 0.14905521273612976, + 0.026189768686890602, + 0.060911476612091064, + 0.08769555389881134 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.0031907858792692423 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634472541511059 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634472541511059, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634472541511059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20016953349113464, + 0.12574909627437592, + 0.07966185361146927, + 0.04429631307721138, + 0.041853368282318115, + 0.07410077750682831, + 0.05161628499627113, + 0.01592852734029293, + 0.09394329786300659, + 0.27268096804618835 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.004634472541511059 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level shot frames a collapsible cardboard box made of light brown corrugated material, precariously balanced on one long, folded edge in the center of a polished, light gray concrete floor. The scene is bathed in bright, even, and diffuse studio light, casting only soft, subtle shadows beneath the object, emphasizing the minimalist and clean environment. A sudden, low-frequency vibration noticeably creates ripples on the floor, disrupting the box's delicate balance. It teeters for a tense moment before gracefully and decisively toppling over. The impact with the floor acts as a trigger, instantly releasing the kinetic energy stored in the sharp, factory-made creases. The box's sides spring outward in a swift and satisfyingly fluid motion, snapping into place as they self-assemble in mid-air. The box's base collapses completely flat, quietly closing into a fully formed, open-topped cube, creating an atmosphere of focused, almost magical, precision and effortless transformation.", + "seed": 16865, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_6/index_6913_seed_16865_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05428418898954988, + "vlm_logprob": -0.05428418898954988, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.05428418898954988, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007941339164972305 + ], + "opposite_logprob_tokens": [ + -4.882941246032715 + ], + "logprob_reward": -0.007941339164972305, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007941339164972305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13165462017059326, + 0.09520463645458221, + 0.07742421329021454, + 0.10147719085216522, + 0.17701077461242676, + 0.05991511791944504, + 0.1042998880147934, + 0.07000533491373062, + 0.10557690262794495, + 0.07743131369352341 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.007941339164972305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810123145580292 + ], + "opposite_logprob_tokens": [ + -3.5298101902008057 + ], + "logprob_reward": -0.029810123145580292, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810123145580292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1665458232164383, + 0.08384967595338821, + 0.18836653232574463, + 0.08461353927850723, + 0.2818540334701538, + 0.05432641878724098, + 0.06387518346309662, + 0.03564000874757767, + 0.021582426503300667, + 0.019346319139003754 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.029810123145580292 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22552937269210815 + ], + "opposite_logprob_tokens": [ + -1.600529432296753 + ], + "logprob_reward": -0.22552937269210815, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22552937269210815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5133050084114075, + 0.07306291908025742, + 0.07029421627521515, + 0.044731516391038895, + 0.17115797102451324, + 0.039084624499082565, + 0.031866785138845444, + 0.021007439121603966, + 0.0162567850202322, + 0.019232748076319695 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.22552937269210815 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059465630911290646 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.0059465630911290646, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059465630911290646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15146519243717194, + 0.031339868903160095, + 0.048786453902721405, + 0.054833658039569855, + 0.42311498522758484, + 0.09879855066537857, + 0.03659569099545479, + 0.04399379715323448, + 0.056110773235559464, + 0.05496106669306755 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0059465630911290646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a collapsible cardboard box made of light brown corrugated material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the box initially balanced precariously on one long, folded edge in the center of a polished, light gray concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a sudden low-frequency vibration creating ripples on the floor that disrupts the box's balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the box's base collapse completely flat and the sides spring outward to self-assemble into a fully formed, open-topped cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, even, and diffuse studio light casting only soft, subtle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021935468539595604 + ], + "opposite_logprob_tokens": [ + -6.127193450927734 + ], + "logprob_reward": -0.0021935468539595604, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021935468539595604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18762274086475372, + 0.13172735273838043, + 0.2436225265264511, + 0.08431823551654816, + 0.11408934742212296, + 0.08065617084503174, + 0.026426222175359726, + 0.040353115648031235, + 0.05548107251524925, + 0.03570321202278137 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0021935468539595604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_7/index_tensor([1742, 1742])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_7/index_tensor([1742, 1742])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..330adc5a9c213918cb2c0c91d1ce3eb9b63a856c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_7/index_tensor([1742, 1742])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up shot from a slightly upward angle reveals a beam of warm afternoon sunlight filtering through the lens from the side, creating a soft, dreamy golden halo that envelops the entire frame. The focal point is an elderly man with silver hair and a gaunt face. He wears a dark blue cotton and linen jacket with a natural, pleated pattern. His eyes are slightly closed, his expression intensely focused, as if detached from the world, as he sits before a dark brown guqin. His right hand, punctuated by age spots but still slender and bony, gently plucking and pressing the strings with elegant and practiced grace. Every subtle movement of his fingertips is imbued with rhythm, as if each note springs from the warmth of his fingertips. The guqin's dark lacquer reflects a warm luster in the light. In the background, a carved wooden window frame, the blurred silhouette of a bamboo forest outside, adds an Eastern Zen touch to the scene. The color saturation of the entire scene is extremely high. The dark blue robes, dark brown guqin and golden sunlight form a strong and harmonious contrast. The light illuminates the dust flying in the air, creating a tranquil, focused and profound artistic atmosphere. Its rich colors and strong emotional expression perfectly reproduce Steve McCurry's iconic photography style.", + "seed": 29550, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_7/index_1742_seed_29550_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02589055523276329, + "vlm_logprob": -0.02589055523276329, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.02589055523276329, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044570643454790115 + ], + "opposite_logprob_tokens": [ + -3.4195706844329834 + ], + "logprob_reward": -0.044570643454790115, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.044570643454790115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08878413587808609, + 0.12564794719219208, + 0.06975468248128891, + 0.2054346203804016, + 0.046721428632736206, + 0.10397636145353317, + 0.14284560084342957, + 0.0576283298432827, + 0.09300419688224792, + 0.06620264798402786 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.044570643454790115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054994914680719376 + ], + "opposite_logprob_tokens": [ + -2.929994821548462 + ], + "logprob_reward": -0.054994914680719376, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054994914680719376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10091093182563782, + 0.13064302504062653, + 0.07254323363304138, + 0.2721262574195862, + 0.0490194596350193, + 0.05492042750120163, + 0.05058731138706207, + 0.053756777197122574, + 0.06040242686867714, + 0.1550901085138321 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.054994914680719376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187542721629143 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187542721629143, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187542721629143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04596153274178505, + 0.08460626006126404, + 0.1036146730184555, + 0.049304451793432236, + 0.04091734066605568, + 0.2691294550895691, + 0.10962702333927155, + 0.13172878324985504, + 0.10277052968740463, + 0.0623399093747139 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.014187542721629143 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636252298951149 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.004636252298951149, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636252298951149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06756416708230972, + 0.19827911257743835, + 0.026042496785521507, + 0.022974643856287003, + 0.03328784927725792, + 0.018737372010946274, + 0.033682648092508316, + 0.02013283222913742, + 0.5605747699737549, + 0.018724050372838974 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.004636252298951149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106342300772667 + ], + "opposite_logprob_tokens": [ + -4.511063575744629 + ], + "logprob_reward": -0.01106342300772667, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106342300772667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16300784051418304, + 0.14605100452899933, + 0.07503493875265121, + 0.06566732376813889, + 0.17286181449890137, + 0.0506509393453598, + 0.06858427077531815, + 0.05371510982513428, + 0.13162356615066528, + 0.07280323654413223 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.01106342300772667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a slightly upward angle reveals a beam of warm afternoon sunlight filtering through the lens from the side, creating a soft, dreamy golden halo that envelops the entire frame. The focal point is an elderly man with silver hair and a gaunt face. He wears a dark blue cotton and linen jacket with a natural, pleated pattern. His eyes are slightly closed, his expression intensely focused, as if detached from the world, as he sits before a dark brown guqin. His right hand, punctuated by age spots but still slender and bony, gently plucking and pressing the strings with elegant and practiced grace. Every subtle movement of his fingertips is imbued with rhythm, as if each note springs from the warmth of his fingertips. The guqin's dark lacquer reflects a warm luster in the light. In the background, a carved wooden window frame, the blurred silhouette of a bamboo forest outside, adds an Eastern Zen touch to the scene. The color saturation of the entire scene is extremely high. The dark blue robes, dark brown guqin and golden sunlight form a strong and harmonious contrast. The light illuminates the dust flying in the air, creating a tranquil, focused and profound artistic atmosphere. Its rich colors and strong emotional expression perfectly reproduce Steve McCurry's iconic photography style.", + "seed": 29551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_7/index_1742_seed_29551_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04022052064538002, + "vlm_logprob": -0.04022052064538002, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04022052064538002, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04764709994196892 + ], + "opposite_logprob_tokens": [ + -3.422646999359131 + ], + "logprob_reward": -0.04764709994196892, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04764709994196892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43910863995552063, + 0.04274372756481171, + 0.041714832186698914, + 0.04179917275905609, + 0.043033190071582794, + 0.040073517709970474, + 0.015412417240440845, + 0.015723420307040215, + 0.29032230377197266, + 0.030068740248680115 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.04764709994196892 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982516586780548 + ], + "opposite_logprob_tokens": [ + -3.529825210571289 + ], + "logprob_reward": -0.02982516586780548, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982516586780548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3306639492511749, + 0.046604275703430176, + 0.045566365122795105, + 0.03786739334464073, + 0.04096461832523346, + 0.02135196514427662, + 0.01036339532583952, + 0.035080987960100174, + 0.40390530228614807, + 0.027631696313619614 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.02982516586780548 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486450120806694 + ], + "opposite_logprob_tokens": [ + -3.04864501953125 + ], + "logprob_reward": -0.0486450120806694, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486450120806694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2126506268978119, + 0.05042365938425064, + 0.09065760672092438, + 0.05501841753721237, + 0.033472560346126556, + 0.021659860387444496, + 0.017755215987563133, + 0.06178279593586922, + 0.4377404749393463, + 0.018838748335838318 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0486450120806694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865364357829094 + ], + "opposite_logprob_tokens": [ + -3.0486536026000977 + ], + "logprob_reward": -0.04865364357829094, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865364357829094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1556442379951477, + 0.10624723136425018, + 0.17490169405937195, + 0.06972350180149078, + 0.022350693121552467, + 0.08819618821144104, + 0.04024636372923851, + 0.04960716515779495, + 0.19512301683425903, + 0.09795984625816345 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.04865364357829094 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633168175816536 + ], + "opposite_logprob_tokens": [ + -3.651331663131714 + ], + "logprob_reward": -0.02633168175816536, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633168175816536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2708134353160858, + 0.08499667793512344, + 0.04818464815616608, + 0.04801957681775093, + 0.058614399284124374, + 0.15329031646251678, + 0.0293988436460495, + 0.01632167026400566, + 0.2611168920993805, + 0.029243534430861473 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.02633168175816536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a slightly upward angle reveals a beam of warm afternoon sunlight filtering through the lens from the side, creating a soft, dreamy golden halo that envelops the entire frame. The focal point is an elderly man with silver hair and a gaunt face. He wears a dark blue cotton and linen jacket with a natural, pleated pattern. His eyes are slightly closed, his expression intensely focused, as if detached from the world, as he sits before a dark brown guqin. His right hand, punctuated by age spots but still slender and bony, gently plucking and pressing the strings with elegant and practiced grace. Every subtle movement of his fingertips is imbued with rhythm, as if each note springs from the warmth of his fingertips. The guqin's dark lacquer reflects a warm luster in the light. In the background, a carved wooden window frame, the blurred silhouette of a bamboo forest outside, adds an Eastern Zen touch to the scene. The color saturation of the entire scene is extremely high. The dark blue robes, dark brown guqin and golden sunlight form a strong and harmonious contrast. The light illuminates the dust flying in the air, creating a tranquil, focused and profound artistic atmosphere. Its rich colors and strong emotional expression perfectly reproduce Steve McCurry's iconic photography style.", + "seed": 29552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_7/index_1742_seed_29552_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.026366396248340605, + "vlm_logprob": -0.026366396248340605, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.026366396248340605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03487754240632057 + ], + "opposite_logprob_tokens": [ + -3.6598775386810303 + ], + "logprob_reward": -0.03487754240632057, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03487754240632057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052237898111343384, + 0.06833788007497787, + 0.3418576419353485, + 0.03230972960591316, + 0.03266315534710884, + 0.04924413934350014, + 0.0831703171133995, + 0.1966177523136139, + 0.028203178197145462, + 0.11535825580358505 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.03487754240632057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023313580080866814 + ], + "opposite_logprob_tokens": [ + -3.773313522338867 + ], + "logprob_reward": -0.023313580080866814, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023313580080866814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025443192571401596, + 0.043106913566589355, + 0.49716976284980774, + 0.040087245404720306, + 0.017829056829214096, + 0.021519530564546585, + 0.11093364655971527, + 0.04941599443554878, + 0.15934422612190247, + 0.03515039011836052 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.023313580080866814 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020573431625962257 + ], + "opposite_logprob_tokens": [ + -3.895573377609253 + ], + "logprob_reward": -0.020573431625962257, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020573431625962257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07728628069162369, + 0.14018310606479645, + 0.3754824101924896, + 0.04606454819440842, + 0.025044694542884827, + 0.03427774831652641, + 0.051639776676893234, + 0.07828659564256668, + 0.07984905689954758, + 0.09188570082187653 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.020573431625962257 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979600802063942 + ], + "opposite_logprob_tokens": [ + -3.5297961235046387 + ], + "logprob_reward": -0.02979600802063942, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979600802063942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032600365579128265, + 0.05348416790366173, + 0.07888372242450714, + 0.032536596059799194, + 0.011386211030185223, + 0.08602301776409149, + 0.04070524871349335, + 0.059510525315999985, + 0.030033310875296593, + 0.5748367309570312 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.02979600802063942 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327141910791397 + ], + "opposite_logprob_tokens": [ + -3.773271322250366 + ], + "logprob_reward": -0.02327141910791397, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327141910791397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03231962397694588, + 0.06042620539665222, + 0.36146923899650574, + 0.041094403713941574, + 0.018573269248008728, + 0.0636037290096283, + 0.03503408282995224, + 0.03363547846674919, + 0.04087751358747482, + 0.3129664659500122 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.02327141910791397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a slightly upward angle reveals a beam of warm afternoon sunlight filtering through the lens from the side, creating a soft, dreamy golden halo that envelops the entire frame. The focal point is an elderly man with silver hair and a gaunt face. He wears a dark blue cotton and linen jacket with a natural, pleated pattern. His eyes are slightly closed, his expression intensely focused, as if detached from the world, as he sits before a dark brown guqin. His right hand, punctuated by age spots but still slender and bony, gently plucking and pressing the strings with elegant and practiced grace. Every subtle movement of his fingertips is imbued with rhythm, as if each note springs from the warmth of his fingertips. The guqin's dark lacquer reflects a warm luster in the light. In the background, a carved wooden window frame, the blurred silhouette of a bamboo forest outside, adds an Eastern Zen touch to the scene. The color saturation of the entire scene is extremely high. The dark blue robes, dark brown guqin and golden sunlight form a strong and harmonious contrast. The light illuminates the dust flying in the air, creating a tranquil, focused and profound artistic atmosphere. Its rich colors and strong emotional expression perfectly reproduce Steve McCurry's iconic photography style.", + "seed": 29553, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_7/index_1742_seed_29553_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02505539283156395, + "vlm_logprob": -0.02505539283156395, + "vlm_yes_no_margin": 3.9999999523162844, + "vlm_token_credit": -0.02505539283156395, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06004057824611664 + ], + "opposite_logprob_tokens": [ + -2.9350404739379883 + ], + "logprob_reward": -0.06004057824611664, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06004057824611664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09454952925443649, + 0.3348764479160309, + 0.019827110692858696, + 0.08736306428909302, + 0.12685829401016235, + 0.04443112388253212, + 0.13240033388137817, + 0.049273014068603516, + 0.04568631574511528, + 0.06473476439714432 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.06004057824611664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018205799162387848 + ], + "opposite_logprob_tokens": [ + -4.018205642700195 + ], + "logprob_reward": -0.018205799162387848, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018205799162387848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08741708099842072, + 0.054698601365089417, + 0.02691049315035343, + 0.2918533384799957, + 0.1176895871758461, + 0.06553968787193298, + 0.13233529031276703, + 0.08526556938886642, + 0.03765421733260155, + 0.10063611716032028 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.018205799162387848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026334119960665703 + ], + "opposite_logprob_tokens": [ + -3.651334047317505 + ], + "logprob_reward": -0.026334119960665703, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026334119960665703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13884544372558594, + 0.047407206147909164, + 0.054612476378679276, + 0.10143694281578064, + 0.12665192782878876, + 0.16088667511940002, + 0.10292325168848038, + 0.05420684814453125, + 0.10248764604330063, + 0.11054164916276932 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.026334119960665703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016065435484051704 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.016065435484051704, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016065435484051704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09263925999403, + 0.03412296995520592, + 0.06407414376735687, + 0.2953772246837616, + 0.35495907068252563, + 0.010491208173334599, + 0.02314794436097145, + 0.00913314614444971, + 0.098860003054142, + 0.017195070162415504 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.016065435484051704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an elderly man with silver hair and a gaunt face wearing a dark blue cotton and linen jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man sitting before a dark brown guqin while gently plucking and pressing the strings with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a beam of warm afternoon sunlight filtering from the side, creating a soft golden halo and illuminating dust in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a carved wooden window frame and the blurred silhouette of a bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004631031304597855 + ], + "opposite_logprob_tokens": [ + -5.379631042480469 + ], + "logprob_reward": -0.004631031304597855, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004631031304597855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07530102878808975, + 0.04708299785852432, + 0.026151278987526894, + 0.08435498923063278, + 0.07832010090351105, + 0.04996267706155777, + 0.05326797068119049, + 0.0489300936460495, + 0.112420953810215, + 0.42420798540115356 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.004631031304597855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_8/index_tensor([5859, 5859])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_8/index_tensor([5859, 5859])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b67445263848b701b1a17e6c070ccf14d0e25050 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_8/index_tensor([5859, 5859])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, close-up, static shot, shot from a slightly upward angle, focuses squarely on an adult giant panda. Its thick, shaggy black and white fur, softly diffused in the light, reveals distinct textures, the white tinged with a hint of beige. It sits comfortably, leaning slightly forward, its thickly padded front paws firmly grasping a stalk of emerald green bamboo, thicker than its arm. Behind it, the lush bamboo forest, softened by the shallow depth of field, transforms into a dreamy, blurred green backdrop, with only dappled light and shadow swaying across it. The panda, undivided in its focus, lowers its chubby head and decisively and contentedly bites off a chunk of tender bamboo. The details of the ripping bamboo fibers are clearly visible. Then, its cheeks puff out as it chews loudly and intently, its face revealing a pure and simple satisfaction. The entire scene is enveloped in an atmosphere of profound tranquility and serenity, creating a peaceful atmosphere of detachment and immersion in delicious food.", + "seed": 23585, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_8/index_5859_seed_23585_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03165928609669209, + "vlm_logprob": -0.03165928609669209, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.03165928609669209, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003303548786789179 + ], + "opposite_logprob_tokens": [ + -6.003303527832031 + ], + "logprob_reward": -0.003303548786789179, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.003303548786789179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033724457025527954, + 0.06196001544594765, + 0.05887686833739281, + 0.02392660267651081, + 0.027902599424123764, + 0.02659931406378746, + 0.036059290170669556, + 0.03171300143003464, + 0.03577856719493866, + 0.663459300994873 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.003303548786789179 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005971685517579317 + ], + "opposite_logprob_tokens": [ + -5.130971908569336 + ], + "logprob_reward": -0.005971685517579317, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005971685517579317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06985374540090561, + 0.14500559866428375, + 0.0719146803021431, + 0.07311549782752991, + 0.08105351030826569, + 0.06457394361495972, + 0.08877600729465485, + 0.042272862046957016, + 0.07099472731351852, + 0.29243937134742737 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.005971685517579317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978152547031641 + ], + "opposite_logprob_tokens": [ + -4.634781360626221 + ], + "logprob_reward": -0.00978152547031641, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978152547031641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05651313439011574, + 0.06166868284344673, + 0.02839721366763115, + 0.11258605867624283, + 0.06250163912773132, + 0.04120766371488571, + 0.06835296750068665, + 0.04735172912478447, + 0.19875876605510712, + 0.3226621747016907 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.00978152547031641 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348749175667763 + ], + "opposite_logprob_tokens": [ + -3.651348829269409 + ], + "logprob_reward": -0.026348749175667763, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348749175667763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049528662115335464, + 0.05835912004113197, + 0.03553175926208496, + 0.027809280902147293, + 0.0505463071167469, + 0.02332744374871254, + 0.08876592665910721, + 0.08803331106901169, + 0.16162216663360596, + 0.4164761006832123 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.026348749175667763 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289092153310776 + ], + "opposite_logprob_tokens": [ + -2.2378909587860107 + ], + "logprob_reward": -0.11289092153310776, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289092153310776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07830794155597687, + 0.1458721160888672, + 0.04945098236203194, + 0.0673319473862648, + 0.048711735755205154, + 0.07238587737083435, + 0.07049525529146194, + 0.12273406237363815, + 0.1095953956246376, + 0.23511464893817902 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.11289092153310776 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, close-up, static shot, shot from a slightly upward angle, focuses squarely on an adult giant panda. Its thick, shaggy black and white fur, softly diffused in the light, reveals distinct textures, the white tinged with a hint of beige. It sits comfortably, leaning slightly forward, its thickly padded front paws firmly grasping a stalk of emerald green bamboo, thicker than its arm. Behind it, the lush bamboo forest, softened by the shallow depth of field, transforms into a dreamy, blurred green backdrop, with only dappled light and shadow swaying across it. The panda, undivided in its focus, lowers its chubby head and decisively and contentedly bites off a chunk of tender bamboo. The details of the ripping bamboo fibers are clearly visible. Then, its cheeks puff out as it chews loudly and intently, its face revealing a pure and simple satisfaction. The entire scene is enveloped in an atmosphere of profound tranquility and serenity, creating a peaceful atmosphere of detachment and immersion in delicious food.", + "seed": 23586, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_8/index_5859_seed_23586_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030987112410366537, + "vlm_logprob": -0.030987112410366537, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.030987112410366537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004594365134835243 + ], + "opposite_logprob_tokens": [ + -5.504594326019287 + ], + "logprob_reward": -0.004594365134835243, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004594365134835243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20203138887882233, + 0.07554890215396881, + 0.08463050425052643, + 0.10577519237995148, + 0.13577118515968323, + 0.03461366519331932, + 0.1313161998987198, + 0.08836100250482559, + 0.0834553986787796, + 0.058496586978435516 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.004594365134835243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109961699694395 + ], + "opposite_logprob_tokens": [ + -4.511099815368652 + ], + "logprob_reward": -0.01109961699694395, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109961699694395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04572177305817604, + 0.044338587671518326, + 0.07323217391967773, + 0.05204405263066292, + 0.03816228359937668, + 0.09482885897159576, + 0.039060767740011215, + 0.250143438577652, + 0.31573376059532166, + 0.04673429951071739 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.01109961699694395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579621195793152 + ], + "opposite_logprob_tokens": [ + -3.8955795764923096 + ], + "logprob_reward": -0.020579621195793152, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579621195793152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12117017060518265, + 0.07428064197301865, + 0.10955893248319626, + 0.06417564302682877, + 0.08467046916484833, + 0.12045230716466904, + 0.042884547263383865, + 0.055323582142591476, + 0.26319849491119385, + 0.06428521871566772 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.020579621195793152 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700267106294632 + ], + "opposite_logprob_tokens": [ + -2.6950266361236572 + ], + "logprob_reward": -0.0700267106294632, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700267106294632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07458697259426117, + 0.06446380913257599, + 0.03803281858563423, + 0.05401839688420296, + 0.06151430681347847, + 0.11490748077630997, + 0.030771730467677116, + 0.07677529007196426, + 0.4446241557598114, + 0.04030502215027809 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.0700267106294632 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048635248094797134 + ], + "opposite_logprob_tokens": [ + -3.048635244369507 + ], + "logprob_reward": -0.048635248094797134, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048635248094797134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07096341997385025, + 0.10976919531822205, + 0.06423912197351456, + 0.06472460925579071, + 0.05391603335738182, + 0.22491906583309174, + 0.10656149685382843, + 0.18363387882709503, + 0.07876640558242798, + 0.04250678792595863 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.048635248094797134 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, close-up, static shot, shot from a slightly upward angle, focuses squarely on an adult giant panda. Its thick, shaggy black and white fur, softly diffused in the light, reveals distinct textures, the white tinged with a hint of beige. It sits comfortably, leaning slightly forward, its thickly padded front paws firmly grasping a stalk of emerald green bamboo, thicker than its arm. Behind it, the lush bamboo forest, softened by the shallow depth of field, transforms into a dreamy, blurred green backdrop, with only dappled light and shadow swaying across it. The panda, undivided in its focus, lowers its chubby head and decisively and contentedly bites off a chunk of tender bamboo. The details of the ripping bamboo fibers are clearly visible. Then, its cheeks puff out as it chews loudly and intently, its face revealing a pure and simple satisfaction. The entire scene is enveloped in an atmosphere of profound tranquility and serenity, creating a peaceful atmosphere of detachment and immersion in delicious food.", + "seed": 23587, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_8/index_5859_seed_23587_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025525709567591547, + "vlm_logprob": -0.025525709567591547, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.025525709567591547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002347691683098674 + ], + "opposite_logprob_tokens": [ + -6.377347469329834 + ], + "logprob_reward": -0.002347691683098674, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.002347691683098674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11037416011095047, + 0.12808629870414734, + 0.07911206781864166, + 0.09584806114435196, + 0.045583706349134445, + 0.16514433920383453, + 0.05967847630381584, + 0.036007799208164215, + 0.21654649078845978, + 0.06361861526966095 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.002347691683098674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00980218406766653 + ], + "opposite_logprob_tokens": [ + -4.634802341461182 + ], + "logprob_reward": -0.00980218406766653, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00980218406766653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09128738939762115, + 0.27753373980522156, + 0.3720242977142334, + 0.0487043671309948, + 0.06284790486097336, + 0.05306466296315193, + 0.019416825845837593, + 0.046296313405036926, + 0.015928156673908234, + 0.012896275147795677 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.00980218406766653 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186602741479874 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186602741479874, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186602741479874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08863479644060135, + 0.07689854502677917, + 0.3035823702812195, + 0.05006277561187744, + 0.08716670423746109, + 0.16022899746894836, + 0.028386779129505157, + 0.08068641275167465, + 0.07838799059391022, + 0.045964643359184265 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.018186602741479874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865773022174835 + ], + "opposite_logprob_tokens": [ + -3.0486576557159424 + ], + "logprob_reward": -0.04865773022174835, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865773022174835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059345804154872894, + 0.15179461240768433, + 0.38008272647857666, + 0.05809028446674347, + 0.04403359442949295, + 0.11315805464982986, + 0.06684283167123795, + 0.07166329771280289, + 0.02080855332314968, + 0.034180305898189545 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.04865773022174835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863433912396431 + ], + "opposite_logprob_tokens": [ + -3.0486342906951904 + ], + "logprob_reward": -0.04863433912396431, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863433912396431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07566754519939423, + 0.30522167682647705, + 0.10774672776460648, + 0.06745126098394394, + 0.10690964758396149, + 0.07688316702842712, + 0.13742738962173462, + 0.03231067210435867, + 0.046699121594429016, + 0.04368274658918381 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.04863433912396431 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, close-up, static shot, shot from a slightly upward angle, focuses squarely on an adult giant panda. Its thick, shaggy black and white fur, softly diffused in the light, reveals distinct textures, the white tinged with a hint of beige. It sits comfortably, leaning slightly forward, its thickly padded front paws firmly grasping a stalk of emerald green bamboo, thicker than its arm. Behind it, the lush bamboo forest, softened by the shallow depth of field, transforms into a dreamy, blurred green backdrop, with only dappled light and shadow swaying across it. The panda, undivided in its focus, lowers its chubby head and decisively and contentedly bites off a chunk of tender bamboo. The details of the ripping bamboo fibers are clearly visible. Then, its cheeks puff out as it chews loudly and intently, its face revealing a pure and simple satisfaction. The entire scene is enveloped in an atmosphere of profound tranquility and serenity, creating a peaceful atmosphere of detachment and immersion in delicious food.", + "seed": 23588, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_8/index_5859_seed_23588_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02559432596899569, + "vlm_logprob": -0.02559432596899569, + "vlm_yes_no_margin": 4.0749999523162845, + "vlm_token_credit": -0.02559432596899569, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002920887665823102 + ], + "opposite_logprob_tokens": [ + -6.127921104431152 + ], + "logprob_reward": -0.002920887665823102, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002920887665823102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12502148747444153, + 0.12897151708602905, + 0.07625485211610794, + 0.07292014360427856, + 0.13417455554008484, + 0.03719800338149071, + 0.04630322381854057, + 0.18646776676177979, + 0.10139777511358261, + 0.09129069000482559 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.002920887665823102 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018220899626612663 + ], + "opposite_logprob_tokens": [ + -4.018220901489258 + ], + "logprob_reward": -0.018220899626612663, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018220899626612663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06138675659894943, + 0.1214020848274231, + 0.04182591661810875, + 0.01920466125011444, + 0.28493618965148926, + 0.037042804062366486, + 0.04615062102675438, + 0.08225391805171967, + 0.17088574171066284, + 0.13491137325763702 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.018220899626612663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188124522566795 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018188124522566795, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018188124522566795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056746289134025574, + 0.10908493399620056, + 0.029188605025410652, + 0.05508651211857796, + 0.05418693646788597, + 0.17107170820236206, + 0.0665120854973793, + 0.22049731016159058, + 0.1655462384223938, + 0.07207940518856049 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.018188124522566795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710777759552 + ], + "opposite_logprob_tokens": [ + -3.4087107181549072 + ], + "logprob_reward": -0.033710777759552, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710777759552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05780061334371567, + 0.12372919917106628, + 0.03077903389930725, + 0.0374961718916893, + 0.3972369134426117, + 0.07423138618469238, + 0.05093051865696907, + 0.0989265963435173, + 0.055463757365942, + 0.07340577989816666 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.033710777759552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adult giant panda with thick black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda sitting and holding a stalk of emerald green bamboo with its front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the panda lower its head to bite off a chunk of bamboo and show visible ripping fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda puff out its cheeks while chewing the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium close-up with a static camera from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493094027042389 + ], + "opposite_logprob_tokens": [ + -2.9299309253692627 + ], + "logprob_reward": -0.05493094027042389, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493094027042389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11030565947294235, + 0.09617490321397781, + 0.05316333472728729, + 0.0334634967148304, + 0.3312222361564636, + 0.05002449452877045, + 0.09587051719427109, + 0.0773923471570015, + 0.0564323253929615, + 0.09595073014497757 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.05493094027042389 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_9/index_tensor([1329, 1329])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_9/index_tensor([1329, 1329])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b525cb3f674cba09d1c2378fafb899abd3fd0db4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_9/index_tensor([1329, 1329])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide shot begins with a slow, steady pan of a column of soldiers advancing in perfect, synchronized formation up a wide, grated metal ramp. The soldiers are clad in pristine, high-gloss white composite armor, with segmented chest plates and large shoulder blades covered by fitted, matte black fabric uniforms that reveal visible joints. Their faces are completely obscured by full-face helmets with black visors, forming an intimidating and anonymous formation. Each soldier holds a sleek black blaster rifle against his chest in the same, rigid position. They advance with robotic precision, their heavy boots pounding the ramp with powerful, rhythmic unison that echoes throughout the vast, cavernous hangar bay. The camera's deliberate forward movement gradually tightens the frame, transitioning to a medium shot, focusing on the perfect mechanical joints of their limbs and the way the cool, industrial lights overhead flicker across their polished armor, casting long, sharp shadows. They boarded a massive, angular troop carrier, its black, non-reflective hull absorbing the light and contrasting sharply with the soldiers' vibrant white armor, creating a powerful atmosphere of coldness, discipline, and overwhelming military might.", + "seed": 31613, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_9/index_1329_seed_31613_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03432969124987721, + "vlm_logprob": -0.03432969124987721, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.03432969124987721, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0455283485352993 + ], + "opposite_logprob_tokens": [ + -3.1705284118652344 + ], + "logprob_reward": -0.0455283485352993, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0455283485352993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11273351311683655, + 0.03981399908661842, + 0.0784655511379242, + 0.18723401427268982, + 0.12310023605823517, + 0.0683218240737915, + 0.022603938356041908, + 0.12018512189388275, + 0.1266094446182251, + 0.12093236297369003 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.0455283485352993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870212823152542 + ], + "opposite_logprob_tokens": [ + -3.0487022399902344 + ], + "logprob_reward": -0.04870212823152542, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870212823152542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05183885619044304, + 0.04732134938240051, + 0.09098122268915176, + 0.1267157346010208, + 0.05755213648080826, + 0.01755644753575325, + 0.0239980760961771, + 0.11201968044042587, + 0.34938380122184753, + 0.12263274192810059 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.04870212823152542 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635086007416248 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635086007416248, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635086007416248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.159079909324646, + 0.08904468268156052, + 0.25132784247398376, + 0.15641750395298004, + 0.038353580981492996, + 0.0510961152613163, + 0.03237655386328697, + 0.0692826360464096, + 0.07489907741546631, + 0.0781221017241478 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.008635086007416248 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735952105373144 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735952105373144, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735952105373144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09598870575428009, + 0.033885929733514786, + 0.11144093424081802, + 0.1323254257440567, + 0.03710617125034332, + 0.05102616548538208, + 0.033122364431619644, + 0.139332115650177, + 0.2903352975845337, + 0.07543683052062988 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.006735952105373144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204694136977196 + ], + "opposite_logprob_tokens": [ + -2.812047004699707 + ], + "logprob_reward": -0.06204694136977196, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204694136977196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07229713350534439, + 0.04106828570365906, + 0.02047075517475605, + 0.039184361696243286, + 0.3647316098213196, + 0.022065868601202965, + 0.01791105978190899, + 0.05806691199541092, + 0.21336722373962402, + 0.1508367955684662 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.06204694136977196 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot begins with a slow, steady pan of a column of soldiers advancing in perfect, synchronized formation up a wide, grated metal ramp. The soldiers are clad in pristine, high-gloss white composite armor, with segmented chest plates and large shoulder blades covered by fitted, matte black fabric uniforms that reveal visible joints. Their faces are completely obscured by full-face helmets with black visors, forming an intimidating and anonymous formation. Each soldier holds a sleek black blaster rifle against his chest in the same, rigid position. They advance with robotic precision, their heavy boots pounding the ramp with powerful, rhythmic unison that echoes throughout the vast, cavernous hangar bay. The camera's deliberate forward movement gradually tightens the frame, transitioning to a medium shot, focusing on the perfect mechanical joints of their limbs and the way the cool, industrial lights overhead flicker across their polished armor, casting long, sharp shadows. They boarded a massive, angular troop carrier, its black, non-reflective hull absorbing the light and contrasting sharply with the soldiers' vibrant white armor, creating a powerful atmosphere of coldness, discipline, and overwhelming military might.", + "seed": 31614, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_9/index_1329_seed_31614_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06666360385715961, + "vlm_logprob": -0.06666360385715961, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.06666360385715961, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06335065513849258 + ], + "opposite_logprob_tokens": [ + -2.8133506774902344 + ], + "logprob_reward": -0.06335065513849258, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06335065513849258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06960808485746384, + 0.023265935480594635, + 0.11692453920841217, + 0.07658613473176956, + 0.04576272517442703, + 0.051429979503154755, + 0.02464178577065468, + 0.3137663006782532, + 0.18155288696289062, + 0.09646168351173401 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.06335065513849258 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310404881834984 + ], + "opposite_logprob_tokens": [ + -3.1681039333343506 + ], + "logprob_reward": -0.04310404881834984, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310404881834984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034799013286828995, + 0.029451511800289154, + 0.19859030842781067, + 0.07559262216091156, + 0.03400902822613716, + 0.02764965407550335, + 0.01798800751566887, + 0.07453574240207672, + 0.373771995306015, + 0.13361209630966187 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.04310404881834984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418930571526289 + ], + "opposite_logprob_tokens": [ + -4.26418924331665 + ], + "logprob_reward": -0.01418930571526289, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418930571526289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1915033459663391, + 0.05333402380347252, + 0.09680533409118652, + 0.04275636374950409, + 0.09208910912275314, + 0.0748710110783577, + 0.018032018095254898, + 0.15920786559581757, + 0.050556398928165436, + 0.2208445519208908 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.01418930571526289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073562316596508 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073562316596508, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073562316596508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05021607503294945, + 0.03349984437227249, + 0.06137793883681297, + 0.05386369675397873, + 0.3779110610485077, + 0.2980019748210907, + 0.017528356984257698, + 0.037507861852645874, + 0.03214571252465248, + 0.03794741630554199 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.011073562316596508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160044729709625 + ], + "opposite_logprob_tokens": [ + -1.701600432395935 + ], + "logprob_reward": -0.20160044729709625, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160044729709625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06457693129777908, + 0.02364124171435833, + 0.20303510129451752, + 0.06095995754003525, + 0.13149236142635345, + 0.07328704744577408, + 0.02649243362247944, + 0.315082311630249, + 0.05997009202837944, + 0.0414624959230423 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.20160044729709625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot begins with a slow, steady pan of a column of soldiers advancing in perfect, synchronized formation up a wide, grated metal ramp. The soldiers are clad in pristine, high-gloss white composite armor, with segmented chest plates and large shoulder blades covered by fitted, matte black fabric uniforms that reveal visible joints. Their faces are completely obscured by full-face helmets with black visors, forming an intimidating and anonymous formation. Each soldier holds a sleek black blaster rifle against his chest in the same, rigid position. They advance with robotic precision, their heavy boots pounding the ramp with powerful, rhythmic unison that echoes throughout the vast, cavernous hangar bay. The camera's deliberate forward movement gradually tightens the frame, transitioning to a medium shot, focusing on the perfect mechanical joints of their limbs and the way the cool, industrial lights overhead flicker across their polished armor, casting long, sharp shadows. They boarded a massive, angular troop carrier, its black, non-reflective hull absorbing the light and contrasting sharply with the soldiers' vibrant white armor, creating a powerful atmosphere of coldness, discipline, and overwhelming military might.", + "seed": 31615, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_9/index_1329_seed_31615_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07600158862769604, + "vlm_logprob": -0.07600158862769604, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.07600158862769604, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09016808122396469 + ], + "opposite_logprob_tokens": [ + -2.465167999267578 + ], + "logprob_reward": -0.09016808122396469, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09016808122396469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11895015090703964, + 0.02550135925412178, + 0.1340453177690506, + 0.06318099051713943, + 0.018496444448828697, + 0.05345500260591507, + 0.0662764236330986, + 0.2868928909301758, + 0.1798536777496338, + 0.053347814828157425 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.09016808122396469 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048695314675569534 + ], + "opposite_logprob_tokens": [ + -3.0486953258514404 + ], + "logprob_reward": -0.048695314675569534, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048695314675569534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11933404952287674, + 0.06227746233344078, + 0.10558383911848068, + 0.05075669661164284, + 0.0255588311702013, + 0.047152403742074966, + 0.04880912974476814, + 0.38903918862342834, + 0.08884117007255554, + 0.06264723837375641 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.048695314675569534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305346682667732 + ], + "opposite_logprob_tokens": [ + -3.168053388595581 + ], + "logprob_reward": -0.04305346682667732, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305346682667732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08854261785745621, + 0.07080557197332382, + 0.111564040184021, + 0.06950896978378296, + 0.0534677729010582, + 0.08579844236373901, + 0.03760239854454994, + 0.09105782955884933, + 0.259891152381897, + 0.13176126778125763 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.04305346682667732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186485394835472 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186485394835472, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186485394835472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15776406228542328, + 0.06940703839063644, + 0.0385366789996624, + 0.052082475274801254, + 0.06713642179965973, + 0.09163621813058853, + 0.05292750149965286, + 0.1849900633096695, + 0.17657943069934845, + 0.10894010215997696 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.018186485394835472 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990459501743317 + ], + "opposite_logprob_tokens": [ + -1.804904580116272 + ], + "logprob_reward": -0.17990459501743317, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990459501743317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16370156407356262, + 0.043251488357782364, + 0.30396953225135803, + 0.04178033024072647, + 0.018220404163002968, + 0.04311136156320572, + 0.05019451305270195, + 0.15817736089229584, + 0.08531001210212708, + 0.09228348731994629 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.17990459501743317 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot begins with a slow, steady pan of a column of soldiers advancing in perfect, synchronized formation up a wide, grated metal ramp. The soldiers are clad in pristine, high-gloss white composite armor, with segmented chest plates and large shoulder blades covered by fitted, matte black fabric uniforms that reveal visible joints. Their faces are completely obscured by full-face helmets with black visors, forming an intimidating and anonymous formation. Each soldier holds a sleek black blaster rifle against his chest in the same, rigid position. They advance with robotic precision, their heavy boots pounding the ramp with powerful, rhythmic unison that echoes throughout the vast, cavernous hangar bay. The camera's deliberate forward movement gradually tightens the frame, transitioning to a medium shot, focusing on the perfect mechanical joints of their limbs and the way the cool, industrial lights overhead flicker across their polished armor, casting long, sharp shadows. They boarded a massive, angular troop carrier, its black, non-reflective hull absorbing the light and contrasting sharply with the soldiers' vibrant white armor, creating a powerful atmosphere of coldness, discipline, and overwhelming military might.", + "seed": 31616, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000114/group_9/index_1329_seed_31616_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08124489430338144, + "vlm_logprob": -0.08124489430338144, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.08124489430338144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08012659102678299 + ], + "opposite_logprob_tokens": [ + -2.5801265239715576 + ], + "logprob_reward": -0.08012659102678299, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08012659102678299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10932426154613495, + 0.08618424832820892, + 0.10648270696401596, + 0.06435531377792358, + 0.04026053845882416, + 0.03959471732378006, + 0.18258966505527496, + 0.09591469168663025, + 0.10883764177560806, + 0.1664561927318573 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.08012659102678299 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048701558262109756 + ], + "opposite_logprob_tokens": [ + -3.048701524734497 + ], + "logprob_reward": -0.048701558262109756, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048701558262109756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15727484226226807, + 0.19013629853725433, + 0.09723399579524994, + 0.06798768788576126, + 0.0241917185485363, + 0.027008045464754105, + 0.08322317153215408, + 0.053975168615579605, + 0.10287585109472275, + 0.19609332084655762 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.048701558262109756 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192361384630203 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192361384630203, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192361384630203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2039385735988617, + 0.12527965009212494, + 0.08087801933288574, + 0.05348193272948265, + 0.08158683776855469, + 0.031118784099817276, + 0.1871592104434967, + 0.06004863604903221, + 0.08715859055519104, + 0.08934978395700455 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014192361384630203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075449176132679 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075449176132679, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075449176132679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19778725504875183, + 0.1710987687110901, + 0.05510871112346649, + 0.030127260833978653, + 0.039385102689266205, + 0.03771938756108284, + 0.20785920321941376, + 0.055279020220041275, + 0.09893207252025604, + 0.10670317709445953 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.011075449176132679 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the soldiers wearing high-gloss white composite armor with segmented chest plates and large shoulder blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the soldiers' faces completely obscured by full-face helmets with black visors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a vast, cavernous hangar bay with a wide, grated metal ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a low-angle wide shot and transition to a medium shot while moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the soldiers advancing in perfect, synchronized formation with robotic precision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521285116672516 + ], + "opposite_logprob_tokens": [ + -1.5021284818649292 + ], + "logprob_reward": -0.2521285116672516, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521285116672516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1581234335899353, + 0.07799462229013443, + 0.16917648911476135, + 0.03583917021751404, + 0.048031821846961975, + 0.11976593732833862, + 0.14279615879058838, + 0.04623875394463539, + 0.07376429438591003, + 0.12826934456825256 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.2521285116672516 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000140/group_0/index_9944_seed_13142_dp_0_rank_0_sample_0_slot_0.mp4 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244756 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_0/index_tensor([1399, 1399])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_0/index_tensor([1399, 1399])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2cedd0db74e3a76a165ffa1d0e290c9f5dca1b19 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_0/index_tensor([1399, 1399])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme slow-motion, bullet-time shot unfolds in a 360-degree panorama, capturing a spectacular spectacle suspended in a deep, almost ethereal darkness: countless brass gears of varying sizes, gleaming with a warm sheen, and tiny ruby bearings radiating a deep red glow, form a chaotic yet underlying mechanical nebula. As the camera gracefully glides, these individual components begin to be pulled by an invisible force, slowly spinning in mid-air. Their polished brass surfaces reflect a single, warm light source from above and to the side, like an old-fashioned gas lamp, casting long, soft trails of light against the dark background. The gears begin to cautiously approach each other, colliding with uncanny precision. Each contact is not a random clash, but a crisp, satisfying mechanical click, locking into place seamlessly. The ruby bearings, like living red drops of water, precisely fit into the rotating gear carrier. The reassembly process is steady and unhurried, and finally, all the parts come together perfectly before the camera. With the final snap of the brass case, intricately carved with arabesques, the final piece snaps shut, revealing a magnificent and intricate pocket watch. Through the glittering dial, one can see the newly assembled, ruby-adorned precision movement begin to tick away in perfect harmony. The entire scene, imbued with Victorian industrial aesthetics and mechanical wonder, perfectly captures a sophisticated steampunk animation style that blends magic and precision engineering, creating a tranquil atmosphere of focused concentration, magic, and the beauty of creation.", + "seed": 15704, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_0/index_1399_seed_15704_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.036700875218957665, + "vlm_logprob": -0.036700875218957665, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.036700875218957665, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019381897523999214 + ], + "opposite_logprob_tokens": [ + -4.019381999969482 + ], + "logprob_reward": -0.019381897523999214, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019381897523999214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035799361765384674, + 0.09506479650735855, + 0.055366162210702896, + 0.3902663290500641, + 0.06280390918254852, + 0.01671166718006134, + 0.06869685649871826, + 0.18302078545093536, + 0.0476570762693882, + 0.04461309686303139 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.019381897523999214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270778775215149 + ], + "opposite_logprob_tokens": [ + -2.12707781791687 + ], + "logprob_reward": -0.1270778775215149, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270778775215149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04742603376507759, + 0.04647879675030708, + 0.11434905230998993, + 0.16577018797397614, + 0.06103019043803215, + 0.008703560568392277, + 0.1364736258983612, + 0.04960405454039574, + 0.3282531797885895, + 0.0419112965464592 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.1270778775215149 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204232022166252 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.014204232022166252, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204232022166252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05550535395741463, + 0.0159879382699728, + 0.0332411527633667, + 0.2564411163330078, + 0.02898176945745945, + 0.01948714815080166, + 0.30293598771095276, + 0.06905599683523178, + 0.2065926343202591, + 0.011770916171371937 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.014204232022166252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198776990175247 + ], + "opposite_logprob_tokens": [ + -4.0181989669799805 + ], + "logprob_reward": -0.018198776990175247, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198776990175247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05593927577137947, + 0.056563038378953934, + 0.033418938517570496, + 0.1419939249753952, + 0.02539152465760708, + 0.042187124490737915, + 0.23393040895462036, + 0.29633769392967224, + 0.06295634061098099, + 0.05128174647688866 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.018198776990175247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641592036932707 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641592036932707, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641592036932707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048194728791713715, + 0.04475610703229904, + 0.06521119922399521, + 0.31847190856933594, + 0.03423898294568062, + 0.00987347774207592, + 0.3419002294540405, + 0.02985350787639618, + 0.08366503566503525, + 0.02383480966091156 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.004641592036932707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme slow-motion, bullet-time shot unfolds in a 360-degree panorama, capturing a spectacular spectacle suspended in a deep, almost ethereal darkness: countless brass gears of varying sizes, gleaming with a warm sheen, and tiny ruby bearings radiating a deep red glow, form a chaotic yet underlying mechanical nebula. As the camera gracefully glides, these individual components begin to be pulled by an invisible force, slowly spinning in mid-air. Their polished brass surfaces reflect a single, warm light source from above and to the side, like an old-fashioned gas lamp, casting long, soft trails of light against the dark background. The gears begin to cautiously approach each other, colliding with uncanny precision. Each contact is not a random clash, but a crisp, satisfying mechanical click, locking into place seamlessly. The ruby bearings, like living red drops of water, precisely fit into the rotating gear carrier. The reassembly process is steady and unhurried, and finally, all the parts come together perfectly before the camera. With the final snap of the brass case, intricately carved with arabesques, the final piece snaps shut, revealing a magnificent and intricate pocket watch. Through the glittering dial, one can see the newly assembled, ruby-adorned precision movement begin to tick away in perfect harmony. The entire scene, imbued with Victorian industrial aesthetics and mechanical wonder, perfectly captures a sophisticated steampunk animation style that blends magic and precision engineering, creating a tranquil atmosphere of focused concentration, magic, and the beauty of creation.", + "seed": 15705, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_0/index_1399_seed_15705_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03017964195460081, + "vlm_logprob": -0.03017964195460081, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03017964195460081, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015005921944975853 + ], + "opposite_logprob_tokens": [ + -4.265006065368652 + ], + "logprob_reward": -0.015005921944975853, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015005921944975853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10876864194869995, + 0.07178330421447754, + 0.232937291264534, + 0.046950679272413254, + 0.10278885811567307, + 0.07246817648410797, + 0.14993813633918762, + 0.044732607901096344, + 0.09926753491163254, + 0.07036474347114563 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.015005921944975853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032811015844345 + ], + "opposite_logprob_tokens": [ + -2.350328207015991 + ], + "logprob_reward": -0.10032811015844345, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032811015844345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05761819705367088, + 0.09979663044214249, + 0.40233510732650757, + 0.02678726427257061, + 0.08682890981435776, + 0.05658796429634094, + 0.10648445039987564, + 0.04015281796455383, + 0.09110157191753387, + 0.032307133078575134 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.10032811015844345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294713348150253 + ], + "opposite_logprob_tokens": [ + -3.773294687271118 + ], + "logprob_reward": -0.023294713348150253, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294713348150253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1278611570596695, + 0.0853152722120285, + 0.11689699441194534, + 0.05630272254347801, + 0.042142778635025024, + 0.11667487025260925, + 0.1027098000049591, + 0.03311019018292427, + 0.21309633553028107, + 0.10588984936475754 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.023294713348150253 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631906773895025 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631906773895025, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631906773895025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09964431077241898, + 0.07170161604881287, + 0.1234012097120285, + 0.0335950031876564, + 0.15825322270393372, + 0.08690673112869263, + 0.0965217724442482, + 0.067984439432621, + 0.07709694653749466, + 0.18489468097686768 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.007631906773895025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637557547539473 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637557547539473, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637557547539473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05645475909113884, + 0.026926154270768166, + 0.16178344190120697, + 0.025029722601175308, + 0.09963590651750565, + 0.05064455047249794, + 0.2175912857055664, + 0.07643944025039673, + 0.19068333506584167, + 0.09481137990951538 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.004637557547539473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme slow-motion, bullet-time shot unfolds in a 360-degree panorama, capturing a spectacular spectacle suspended in a deep, almost ethereal darkness: countless brass gears of varying sizes, gleaming with a warm sheen, and tiny ruby bearings radiating a deep red glow, form a chaotic yet underlying mechanical nebula. As the camera gracefully glides, these individual components begin to be pulled by an invisible force, slowly spinning in mid-air. Their polished brass surfaces reflect a single, warm light source from above and to the side, like an old-fashioned gas lamp, casting long, soft trails of light against the dark background. The gears begin to cautiously approach each other, colliding with uncanny precision. Each contact is not a random clash, but a crisp, satisfying mechanical click, locking into place seamlessly. The ruby bearings, like living red drops of water, precisely fit into the rotating gear carrier. The reassembly process is steady and unhurried, and finally, all the parts come together perfectly before the camera. With the final snap of the brass case, intricately carved with arabesques, the final piece snaps shut, revealing a magnificent and intricate pocket watch. Through the glittering dial, one can see the newly assembled, ruby-adorned precision movement begin to tick away in perfect harmony. The entire scene, imbued with Victorian industrial aesthetics and mechanical wonder, perfectly captures a sophisticated steampunk animation style that blends magic and precision engineering, creating a tranquil atmosphere of focused concentration, magic, and the beauty of creation.", + "seed": 15706, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_0/index_1399_seed_15706_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07059375420212746, + "vlm_logprob": -0.07059375420212746, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.07059375420212746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026473674923181534 + ], + "opposite_logprob_tokens": [ + -3.7764737606048584 + ], + "logprob_reward": -0.026473674923181534, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.026473674923181534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09810355305671692, + 0.05104107782244682, + 0.06224166974425316, + 0.07363460958003998, + 0.09569364786148071, + 0.05131443962454796, + 0.4321877956390381, + 0.03645290061831474, + 0.031527452170848846, + 0.06780289113521576 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.026473674923181534 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813549041748047 + ], + "opposite_logprob_tokens": [ + -1.4063549041748047 + ], + "logprob_reward": -0.2813549041748047, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813549041748047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09147237986326218, + 0.04312748834490776, + 0.07542826235294342, + 0.033186931163072586, + 0.08451920747756958, + 0.10742390155792236, + 0.3111702799797058, + 0.07966524362564087, + 0.048451684415340424, + 0.12555460631847382 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.2813549041748047 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330170013010502 + ], + "opposite_logprob_tokens": [ + -3.773301601409912 + ], + "logprob_reward": -0.02330170013010502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330170013010502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11695531010627747, + 0.035588573664426804, + 0.05143291503190994, + 0.0507580004632473, + 0.08675411343574524, + 0.1605658382177353, + 0.19933108985424042, + 0.1650201976299286, + 0.09805502742528915, + 0.03553891181945801 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.02330170013010502 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206229709088802 + ], + "opposite_logprob_tokens": [ + -4.264206409454346 + ], + "logprob_reward": -0.014206229709088802, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206229709088802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05513604357838631, + 0.11412584036588669, + 0.04683838412165642, + 0.03752613812685013, + 0.0661245658993721, + 0.23075373470783234, + 0.1764179915189743, + 0.1804058849811554, + 0.040487516671419144, + 0.0521838441491127 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.014206229709088802 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632262073457241 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632262073457241, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632262073457241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07611171156167984, + 0.042550574988126755, + 0.051637861877679825, + 0.032309480011463165, + 0.06301220506429672, + 0.139109268784523, + 0.12419433146715164, + 0.13240861892700195, + 0.11737246066331863, + 0.22129347920417786 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.007632262073457241 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme slow-motion, bullet-time shot unfolds in a 360-degree panorama, capturing a spectacular spectacle suspended in a deep, almost ethereal darkness: countless brass gears of varying sizes, gleaming with a warm sheen, and tiny ruby bearings radiating a deep red glow, form a chaotic yet underlying mechanical nebula. As the camera gracefully glides, these individual components begin to be pulled by an invisible force, slowly spinning in mid-air. Their polished brass surfaces reflect a single, warm light source from above and to the side, like an old-fashioned gas lamp, casting long, soft trails of light against the dark background. The gears begin to cautiously approach each other, colliding with uncanny precision. Each contact is not a random clash, but a crisp, satisfying mechanical click, locking into place seamlessly. The ruby bearings, like living red drops of water, precisely fit into the rotating gear carrier. The reassembly process is steady and unhurried, and finally, all the parts come together perfectly before the camera. With the final snap of the brass case, intricately carved with arabesques, the final piece snaps shut, revealing a magnificent and intricate pocket watch. Through the glittering dial, one can see the newly assembled, ruby-adorned precision movement begin to tick away in perfect harmony. The entire scene, imbued with Victorian industrial aesthetics and mechanical wonder, perfectly captures a sophisticated steampunk animation style that blends magic and precision engineering, creating a tranquil atmosphere of focused concentration, magic, and the beauty of creation.", + "seed": 15707, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_0/index_1399_seed_15707_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026888860389590263, + "vlm_logprob": -0.026888860389590263, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.026888860389590263, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012008516117930412 + ], + "opposite_logprob_tokens": [ + -4.5120086669921875 + ], + "logprob_reward": -0.012008516117930412, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012008516117930412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12305127829313278, + 0.1111532598733902, + 0.06446383148431778, + 0.07841227203607559, + 0.05700693279504776, + 0.11522720754146576, + 0.10083555430173874, + 0.08251727372407913, + 0.12101837992668152, + 0.14631395041942596 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012008516117930412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038108889013528824 + ], + "opposite_logprob_tokens": [ + -3.2881088256835938 + ], + "logprob_reward": -0.038108889013528824, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038108889013528824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3688318729400635, + 0.06164934113621712, + 0.05308987572789192, + 0.08086712658405304, + 0.047040365636348724, + 0.10414376109838486, + 0.07879254966974258, + 0.037081193178892136, + 0.07369464635848999, + 0.09480923414230347 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.038108889013528824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818636804819107 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.01818636804819107, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818636804819107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3443308174610138, + 0.06476946920156479, + 0.05813024193048477, + 0.04396120458841324, + 0.024882562458515167, + 0.11969880759716034, + 0.04097428917884827, + 0.038829803466796875, + 0.17153297364711761, + 0.09288988262414932 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.01818636804819107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062047164887189865 + ], + "opposite_logprob_tokens": [ + -2.812047243118286 + ], + "logprob_reward": -0.062047164887189865, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062047164887189865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2873886227607727, + 0.041562020778656006, + 0.05269549787044525, + 0.1269940435886383, + 0.02055199258029461, + 0.03857516124844551, + 0.059598516672849655, + 0.039155542850494385, + 0.1440453827381134, + 0.18943320214748383 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.062047164887189865 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are countless brass gears of varying sizes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ruby bearings radiate a deep red glow within the mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera glide gracefully while the components spin and approach each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the brass gears collide with precision and lock into place to form a pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled object reveal a ruby-adorned precision movement ticking through a glittering dial?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093363881111145 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093363881111145, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093363881111145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10489296913146973, + 0.04712389409542084, + 0.06493242084980011, + 0.13234452903270721, + 0.047948338091373444, + 0.22747144103050232, + 0.0559111051261425, + 0.03993066027760506, + 0.07808415591716766, + 0.20136046409606934 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.004093363881111145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_1/index_tensor([2681, 2681])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_1/index_tensor([2681, 2681])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..072b39678c3c8cc98a7d33bb633454009dc98760 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_1/index_tensor([2681, 2681])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, filmed in extreme slow motion, the camera smoothly following the subject, captures a snow-white cat at the apex of its leap. Suspended against a deep, even matte navy blue background, the frame devoid of any other elements creates a sense of ultimate simplicity and concentration. The cat's body is fully extended, its spine gracefully curved in a perfect arc, its limbs stretched out, its paws slightly spread, revealing their pink pads. Its fluffy, flawless white fur stands out in the soft spotlight, each hair clearly visible and shimmering with a soft sheen. Its clear, ice-blue eyes gaze forward, its expression focused and serene. Its movements are as fluid and powerful as a ballet, its long tail gently swaying behind it, maintaining perfect balance. Light from the side and above delicately outlines the cat's muscles and body contours, casting subtle shadows, imbuing the scene with a sense of tranquility, grace, and pure, dynamic beauty.", + "seed": 2621, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_1/index_2681_seed_2621_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03420240944251418, + "vlm_logprob": -0.03420240944251418, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03420240944251418, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0874321386218071 + ], + "opposite_logprob_tokens": [ + -2.9624321460723877 + ], + "logprob_reward": -0.0874321386218071, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0874321386218071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20427539944648743, + 0.08256430178880692, + 0.19359034299850464, + 0.07284597307443619, + 0.08502068370580673, + 0.04539928585290909, + 0.05236733332276344, + 0.06495697796344757, + 0.05663209781050682, + 0.14234758913516998 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0874321386218071 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609218120574951 + ], + "opposite_logprob_tokens": [ + -4.141092300415039 + ], + "logprob_reward": -0.01609218120574951, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609218120574951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20815058052539825, + 0.15292301774024963, + 0.1368752121925354, + 0.032648418098688126, + 0.05501018464565277, + 0.0900014117360115, + 0.07882102578878403, + 0.06677459925413132, + 0.11184179037809372, + 0.06695382297039032 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01609218120574951 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205172657966614 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014205172657966614, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205172657966614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09317862242460251, + 0.06815031170845032, + 0.16033442318439484, + 0.09886810183525085, + 0.1282602995634079, + 0.11214388161897659, + 0.034856248646974564, + 0.05922899767756462, + 0.053689125925302505, + 0.1912899613380432 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.014205172657966614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642422776669264 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642422776669264, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642422776669264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24542136490345, + 0.06174923852086067, + 0.13631129264831543, + 0.08551745861768723, + 0.05726633965969086, + 0.06919534504413605, + 0.08040467649698257, + 0.111622154712677, + 0.04908042773604393, + 0.10343170166015625 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.004642422776669264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864013195037842 + ], + "opposite_logprob_tokens": [ + -3.048640251159668 + ], + "logprob_reward": -0.04864013195037842, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864013195037842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12237200886011124, + 0.17466339468955994, + 0.09585513919591904, + 0.05023805797100067, + 0.06459833681583405, + 0.16280795633792877, + 0.051933653652668, + 0.08020085841417313, + 0.043223436921834946, + 0.15410718321800232 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.04864013195037842 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed in extreme slow motion, the camera smoothly following the subject, captures a snow-white cat at the apex of its leap. Suspended against a deep, even matte navy blue background, the frame devoid of any other elements creates a sense of ultimate simplicity and concentration. The cat's body is fully extended, its spine gracefully curved in a perfect arc, its limbs stretched out, its paws slightly spread, revealing their pink pads. Its fluffy, flawless white fur stands out in the soft spotlight, each hair clearly visible and shimmering with a soft sheen. Its clear, ice-blue eyes gaze forward, its expression focused and serene. Its movements are as fluid and powerful as a ballet, its long tail gently swaying behind it, maintaining perfect balance. Light from the side and above delicately outlines the cat's muscles and body contours, casting subtle shadows, imbuing the scene with a sense of tranquility, grace, and pure, dynamic beauty.", + "seed": 2622, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_1/index_2681_seed_2622_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.026407125312834977, + "vlm_logprob": -0.026407125312834977, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.026407125312834977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0686948373913765 + ], + "opposite_logprob_tokens": [ + -3.193694829940796 + ], + "logprob_reward": -0.0686948373913765, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0686948373913765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015193790197372437, + 0.014936868101358414, + 0.028365766629576683, + 0.8705157041549683, + 0.007702627219259739, + 0.017446422949433327, + 0.019430499523878098, + 0.005740575958043337, + 0.01253369078040123, + 0.00813406240195036 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.0686948373913765 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020608583465218544 + ], + "opposite_logprob_tokens": [ + -3.89560866355896 + ], + "logprob_reward": -0.020608583465218544, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020608583465218544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18033286929130554, + 0.1062392145395279, + 0.12725025415420532, + 0.026873940601944923, + 0.03881353884935379, + 0.22342625260353088, + 0.13357603549957275, + 0.04294044151902199, + 0.0903826504945755, + 0.030164774507284164 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.020608583465218544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198473654687405 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198473654687405, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198473654687405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02909502573311329, + 0.04835795983672142, + 0.035129159688949585, + 0.7547553181648254, + 0.01448382530361414, + 0.04141870141029358, + 0.011275096796452999, + 0.015501844696700573, + 0.030299056321382523, + 0.019684085622429848 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.014198473654687405 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254743155092001 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254743155092001, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254743155092001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07036127150058746, + 0.065535768866539, + 0.052902497351169586, + 0.5713114738464355, + 0.0538746602833271, + 0.03412585332989693, + 0.05176938697695732, + 0.03435291722416878, + 0.03885846585035324, + 0.026907719671726227 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.005254743155092001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023278988897800446 + ], + "opposite_logprob_tokens": [ + -3.7732789516448975 + ], + "logprob_reward": -0.023278988897800446, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023278988897800446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02539871260523796, + 0.029964929446578026, + 0.07798624038696289, + 0.7935013771057129, + 0.010058261454105377, + 0.017597053200006485, + 0.018694408237934113, + 0.009450001642107964, + 0.006947092711925507, + 0.010401962324976921 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.023278988897800446 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed in extreme slow motion, the camera smoothly following the subject, captures a snow-white cat at the apex of its leap. Suspended against a deep, even matte navy blue background, the frame devoid of any other elements creates a sense of ultimate simplicity and concentration. The cat's body is fully extended, its spine gracefully curved in a perfect arc, its limbs stretched out, its paws slightly spread, revealing their pink pads. Its fluffy, flawless white fur stands out in the soft spotlight, each hair clearly visible and shimmering with a soft sheen. Its clear, ice-blue eyes gaze forward, its expression focused and serene. Its movements are as fluid and powerful as a ballet, its long tail gently swaying behind it, maintaining perfect balance. Light from the side and above delicately outlines the cat's muscles and body contours, casting subtle shadows, imbuing the scene with a sense of tranquility, grace, and pure, dynamic beauty.", + "seed": 2623, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_1/index_2681_seed_2623_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02989660743623972, + "vlm_logprob": -0.02989660743623972, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.02989660743623972, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0905318409204483 + ], + "opposite_logprob_tokens": [ + -3.090531826019287 + ], + "logprob_reward": -0.0905318409204483, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0905318409204483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17950454354286194, + 0.12245684862136841, + 0.10868002474308014, + 0.04663505405187607, + 0.1299424171447754, + 0.15002381801605225, + 0.08953160792589188, + 0.03506782650947571, + 0.07132956385612488, + 0.06682828813791275 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0905318409204483 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020610101521015167 + ], + "opposite_logprob_tokens": [ + -3.8956100940704346 + ], + "logprob_reward": -0.020610101521015167, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020610101521015167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09891694784164429, + 0.15297727286815643, + 0.09025167673826218, + 0.05473151057958603, + 0.06968311965465546, + 0.15298829972743988, + 0.07905791699886322, + 0.03127377852797508, + 0.1983618140220642, + 0.07175768166780472 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.020610101521015167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262095481157303 + ], + "opposite_logprob_tokens": [ + -5.2552618980407715 + ], + "logprob_reward": -0.005262095481157303, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262095481157303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20661962032318115, + 0.06821365654468536, + 0.09812406450510025, + 0.03677546605467796, + 0.2700004279613495, + 0.08903501182794571, + 0.10575687885284424, + 0.03898359090089798, + 0.04592055827379227, + 0.0405707024037838 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.005262095481157303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741280667483807 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.006741280667483807, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741280667483807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20690791308879852, + 0.10611703246831894, + 0.06885166466236115, + 0.05452787131071091, + 0.08889223635196686, + 0.07871497422456741, + 0.07632981985807419, + 0.13882040977478027, + 0.080718494951725, + 0.10011959075927734 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.006741280667483807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337718591094017 + ], + "opposite_logprob_tokens": [ + -3.6513376235961914 + ], + "logprob_reward": -0.026337718591094017, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337718591094017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14992190897464752, + 0.0786789134144783, + 0.10472651571035385, + 0.04702414572238922, + 0.07518581300973892, + 0.3260732591152191, + 0.04268352687358856, + 0.030183356255292892, + 0.09674203395843506, + 0.04878060892224312 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.026337718591094017 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed in extreme slow motion, the camera smoothly following the subject, captures a snow-white cat at the apex of its leap. Suspended against a deep, even matte navy blue background, the frame devoid of any other elements creates a sense of ultimate simplicity and concentration. The cat's body is fully extended, its spine gracefully curved in a perfect arc, its limbs stretched out, its paws slightly spread, revealing their pink pads. Its fluffy, flawless white fur stands out in the soft spotlight, each hair clearly visible and shimmering with a soft sheen. Its clear, ice-blue eyes gaze forward, its expression focused and serene. Its movements are as fluid and powerful as a ballet, its long tail gently swaying behind it, maintaining perfect balance. Light from the side and above delicately outlines the cat's muscles and body contours, casting subtle shadows, imbuing the scene with a sense of tranquility, grace, and pure, dynamic beauty.", + "seed": 2624, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_1/index_2681_seed_2624_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03930520908907056, + "vlm_logprob": -0.03930520908907056, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.03930520908907056, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10875561833381653 + ], + "opposite_logprob_tokens": [ + -2.858755588531494 + ], + "logprob_reward": -0.10875561833381653, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.10875561833381653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1482703983783722, + 0.23711895942687988, + 0.039502523839473724, + 0.05245471000671387, + 0.0532732829451561, + 0.07430103421211243, + 0.052469346672296524, + 0.0818115770816803, + 0.1424257755279541, + 0.1183723509311676 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.10875561833381653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018220197409391403 + ], + "opposite_logprob_tokens": [ + -4.0182204246521 + ], + "logprob_reward": -0.018220197409391403, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018220197409391403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12171550840139389, + 0.08454910665750504, + 0.06747986376285553, + 0.19808006286621094, + 0.06704618781805038, + 0.028277454897761345, + 0.07081342488527298, + 0.23635829985141754, + 0.04473382607102394, + 0.08094625174999237 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.018220197409391403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962205585092306 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962205585092306, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962205585092306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2078806608915329, + 0.21840262413024902, + 0.11089731752872467, + 0.06820153445005417, + 0.02600286900997162, + 0.03613792359828949, + 0.03487653285264969, + 0.11756914854049683, + 0.04633120447397232, + 0.13370028138160706 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.005962205585092306 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647494949400425 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647494949400425, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647494949400425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1610611230134964, + 0.12859785556793213, + 0.048254020512104034, + 0.05692020803689957, + 0.0853106677532196, + 0.14878368377685547, + 0.13334226608276367, + 0.10186222940683365, + 0.058780502527952194, + 0.07708743959665298 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.008647494949400425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a snow-white cat captured at the apex of its leap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, even matte navy blue with no other elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the cat's body fully extended with a curved spine, stretched limbs, and visible pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly follow the subject throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494052916765213 + ], + "opposite_logprob_tokens": [ + -2.9299404621124268 + ], + "logprob_reward": -0.05494052916765213, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494052916765213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07037554681301117, + 0.38441601395606995, + 0.09543243795633316, + 0.05780128017067909, + 0.04863458126783371, + 0.05658013001084328, + 0.07334752380847931, + 0.0843331441283226, + 0.04593962803483009, + 0.08313976973295212 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.05494052916765213 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_10/index_tensor([6048, 6048])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_10/index_tensor([6048, 6048])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2cd392087c9e3cc76ccfc08a94e94c758b909f1d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_10/index_tensor([6048, 6048])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-contrast black-and-white shot, captured in a medium close-up from a horizontal angle, focuses on a middle-aged man with an expression of extreme fatigue. A few tangled strands of black hair hang down from his forehead, and the deep nasolabial folds and wrinkles around his eyes are cast in deep shadow by the strong, single-sided light. He wears a white shirt with a slightly unbuttoned collar, the sleeves casually rolled up to his forearms. He sits at a dark, polished wooden table, the background blurred, suggesting a dark, private space. In a sudden burst of emotion, his jaw tenses, foreshadowing the action to come. Then, with a sudden, decisive swing of his right hand, his arm tracing a swift arc across the frame, his palm slamming heavily onto the half-full wine glass on the table. The dark liquid within the glass is instantly launched by the impact, solidifying in the air into a series of splashing drops. The glass then topples over, tumbling across the polished tabletop. The entire scene is filled with the dramatic tension of long-suppressed emotions suddenly unleashed.", + "seed": 8572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_10/index_6048_seed_8572_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0320171027444303, + "vlm_logprob": -0.0320171027444303, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.0320171027444303, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011114589869976044 + ], + "opposite_logprob_tokens": [ + -6.636114597320557 + ], + "logprob_reward": -0.011114589869976044, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.011114589869976044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6712155938148499, + 0.024409247562289238, + 0.03659015893936157, + 0.05329171568155289, + 0.028544558212161064, + 0.04324636980891228, + 0.01964613050222397, + 0.05151766911149025, + 0.02722065895795822, + 0.0443178154528141 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.011114589869976044 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981266938149929 + ], + "opposite_logprob_tokens": [ + -3.5298125743865967 + ], + "logprob_reward": -0.02981266938149929, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981266938149929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4626752436161041, + 0.047726843506097794, + 0.12727150321006775, + 0.061452943831682205, + 0.06531650573015213, + 0.03764260560274124, + 0.06436490267515182, + 0.04565758258104324, + 0.031758103519678116, + 0.05613378435373306 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.02981266938149929 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202234335243702 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014202234335243702, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202234335243702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32593798637390137, + 0.0493517704308033, + 0.090068519115448, + 0.14294615387916565, + 0.02574472315609455, + 0.048954516649246216, + 0.1781659573316574, + 0.07505618780851364, + 0.023982828482985497, + 0.03979135677218437 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.014202234335243702 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003202423453331 + ], + "opposite_logprob_tokens": [ + -2.350320339202881 + ], + "logprob_reward": -0.1003202423453331, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003202423453331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28382551670074463, + 0.10241223126649857, + 0.04551476240158081, + 0.2317076027393341, + 0.08761998265981674, + 0.03203660622239113, + 0.0808732658624649, + 0.04365084320306778, + 0.04737361520528793, + 0.044985607266426086 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.1003202423453331 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635777790099382 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635777790099382, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635777790099382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2832912802696228, + 0.05354166775941849, + 0.0751163437962532, + 0.15854041278362274, + 0.10679488629102707, + 0.018999362364411354, + 0.03827858716249466, + 0.17730145156383514, + 0.04380916804075241, + 0.04432681202888489 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.004635777790099382 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-contrast black-and-white shot, captured in a medium close-up from a horizontal angle, focuses on a middle-aged man with an expression of extreme fatigue. A few tangled strands of black hair hang down from his forehead, and the deep nasolabial folds and wrinkles around his eyes are cast in deep shadow by the strong, single-sided light. He wears a white shirt with a slightly unbuttoned collar, the sleeves casually rolled up to his forearms. He sits at a dark, polished wooden table, the background blurred, suggesting a dark, private space. In a sudden burst of emotion, his jaw tenses, foreshadowing the action to come. Then, with a sudden, decisive swing of his right hand, his arm tracing a swift arc across the frame, his palm slamming heavily onto the half-full wine glass on the table. The dark liquid within the glass is instantly launched by the impact, solidifying in the air into a series of splashing drops. The glass then topples over, tumbling across the polished tabletop. The entire scene is filled with the dramatic tension of long-suppressed emotions suddenly unleashed.", + "seed": 8573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_10/index_6048_seed_8573_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.046788449306041, + "vlm_logprob": -0.046788449306041, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.046788449306041, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015522262081503868 + ], + "opposite_logprob_tokens": [ + -6.640522480010986 + ], + "logprob_reward": -0.015522262081503868, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.015522262081503868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031523432582616806, + 0.03139222413301468, + 0.027229424566030502, + 0.04683921858668327, + 0.0586758516728878, + 0.1425817310810089, + 0.27454879879951477, + 0.3397073447704315, + 0.02221089042723179, + 0.0252910815179348 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.015522262081503868 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004037499427795 + ], + "opposite_logprob_tokens": [ + -2.695040464401245 + ], + "logprob_reward": -0.07004037499427795, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004037499427795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07441719621419907, + 0.04218379035592079, + 0.04324642941355705, + 0.07082551717758179, + 0.048795126378536224, + 0.10915272682905197, + 0.21977035701274872, + 0.3123703896999359, + 0.050467148423194885, + 0.02877131849527359 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.07004037499427795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075288876891136 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075288876891136, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075288876891136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05790508911013603, + 0.04173538088798523, + 0.04596741124987602, + 0.04142354801297188, + 0.050977788865566254, + 0.11780978739261627, + 0.25475066900253296, + 0.3253636956214905, + 0.042039256542921066, + 0.022027406841516495 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.016075288876891136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705467641353607 + ], + "opposite_logprob_tokens": [ + -2.1270546913146973 + ], + "logprob_reward": -0.12705467641353607, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705467641353607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03690773621201515, + 0.04261249303817749, + 0.05403442308306694, + 0.10786183923482895, + 0.040333569049835205, + 0.11647585779428482, + 0.21521787345409393, + 0.2628752887248993, + 0.08081363886594772, + 0.04286728426814079 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.12705467641353607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249644163995981 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249644163995981, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249644163995981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04516418278217316, + 0.045827411115169525, + 0.03625651076436043, + 0.09028096497058868, + 0.06434914469718933, + 0.1211138665676117, + 0.24587984383106232, + 0.23976485431194305, + 0.034798864275217056, + 0.07656434923410416 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.005249644163995981 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-contrast black-and-white shot, captured in a medium close-up from a horizontal angle, focuses on a middle-aged man with an expression of extreme fatigue. A few tangled strands of black hair hang down from his forehead, and the deep nasolabial folds and wrinkles around his eyes are cast in deep shadow by the strong, single-sided light. He wears a white shirt with a slightly unbuttoned collar, the sleeves casually rolled up to his forearms. He sits at a dark, polished wooden table, the background blurred, suggesting a dark, private space. In a sudden burst of emotion, his jaw tenses, foreshadowing the action to come. Then, with a sudden, decisive swing of his right hand, his arm tracing a swift arc across the frame, his palm slamming heavily onto the half-full wine glass on the table. The dark liquid within the glass is instantly launched by the impact, solidifying in the air into a series of splashing drops. The glass then topples over, tumbling across the polished tabletop. The entire scene is filled with the dramatic tension of long-suppressed emotions suddenly unleashed.", + "seed": 8574, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_10/index_6048_seed_8574_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023748819064348937, + "vlm_logprob": -0.023748819064348937, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.023748819064348937, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01239960826933384 + ], + "opposite_logprob_tokens": [ + -6.637399673461914 + ], + "logprob_reward": -0.01239960826933384, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.01239960826933384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13821017742156982, + 0.11877963691949844, + 0.05343783274292946, + 0.03444281592965126, + 0.13605661690235138, + 0.096503347158432, + 0.06583254784345627, + 0.15266789495944977, + 0.06797429174184799, + 0.1360948532819748 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.01239960826933384 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811784088611603 + ], + "opposite_logprob_tokens": [ + -3.2881178855895996 + ], + "logprob_reward": -0.03811784088611603, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811784088611603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1745603084564209, + 0.08014966547489166, + 0.13181866705417633, + 0.09713194519281387, + 0.08201603591442108, + 0.08931001275777817, + 0.08176298439502716, + 0.042842790484428406, + 0.025751588866114616, + 0.19465599954128265 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.03811784088611603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864217709749937 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.00864217709749937, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864217709749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07007264345884323, + 0.0421409048140049, + 0.047290120273828506, + 0.08060107380151749, + 0.41085371375083923, + 0.04708815738558769, + 0.1424369364976883, + 0.021352386102080345, + 0.02422202192246914, + 0.11394204199314117 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.00864217709749937 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495023354887962 + ], + "opposite_logprob_tokens": [ + -2.92995023727417 + ], + "logprob_reward": -0.05495023354887962, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495023354887962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06036847457289696, + 0.02937205135822296, + 0.03797272592782974, + 0.061123669147491455, + 0.07015884667634964, + 0.03284895420074463, + 0.03293502330780029, + 0.045088522136211395, + 0.05264383181929588, + 0.5774879455566406 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.05495023354887962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634235519915819 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634235519915819, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634235519915819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17294339835643768, + 0.06919851154088974, + 0.14440004527568817, + 0.14319081604480743, + 0.11428340524435043, + 0.079083152115345, + 0.04598335921764374, + 0.08920739591121674, + 0.045523498207330704, + 0.09618639945983887 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.004634235519915819 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-contrast black-and-white shot, captured in a medium close-up from a horizontal angle, focuses on a middle-aged man with an expression of extreme fatigue. A few tangled strands of black hair hang down from his forehead, and the deep nasolabial folds and wrinkles around his eyes are cast in deep shadow by the strong, single-sided light. He wears a white shirt with a slightly unbuttoned collar, the sleeves casually rolled up to his forearms. He sits at a dark, polished wooden table, the background blurred, suggesting a dark, private space. In a sudden burst of emotion, his jaw tenses, foreshadowing the action to come. Then, with a sudden, decisive swing of his right hand, his arm tracing a swift arc across the frame, his palm slamming heavily onto the half-full wine glass on the table. The dark liquid within the glass is instantly launched by the impact, solidifying in the air into a series of splashing drops. The glass then topples over, tumbling across the polished tabletop. The entire scene is filled with the dramatic tension of long-suppressed emotions suddenly unleashed.", + "seed": 8575, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_10/index_6048_seed_8575_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030040621012449264, + "vlm_logprob": -0.030040621012449264, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.030040621012449264, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009141732007265091 + ], + "opposite_logprob_tokens": [ + -6.50914192199707 + ], + "logprob_reward": -0.009141732007265091, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.009141732007265091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10322440415620804, + 0.062422167509794235, + 0.3333214819431305, + 0.2466486245393753, + 0.04151669517159462, + 0.021594131365418434, + 0.027445003390312195, + 0.04119725152850151, + 0.05885012447834015, + 0.06378009170293808 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.009141732007265091 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866965487599373 + ], + "opposite_logprob_tokens": [ + -3.0486695766448975 + ], + "logprob_reward": -0.04866965487599373, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866965487599373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1032557338476181, + 0.11694417893886566, + 0.4092402756214142, + 0.16173270344734192, + 0.023556914180517197, + 0.039416711777448654, + 0.028699519112706184, + 0.052281253039836884, + 0.03300429508090019, + 0.031868383288383484 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.04866965487599373 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789198637008667 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.009789198637008667, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789198637008667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3243159055709839, + 0.10387669503688812, + 0.22463971376419067, + 0.07311739772558212, + 0.03633682802319527, + 0.03918754309415817, + 0.03898909315466881, + 0.03600175678730011, + 0.0694018304347992, + 0.05413321778178215 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.009789198637008667 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898867130279541 + ], + "opposite_logprob_tokens": [ + -2.578988552093506 + ], + "logprob_reward": -0.07898867130279541, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898867130279541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09999533742666245, + 0.061423711478710175, + 0.3532322347164154, + 0.03025314398109913, + 0.0277736634016037, + 0.03599853813648224, + 0.07507585734128952, + 0.04381491243839264, + 0.2414829432964325, + 0.030949728563427925 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.07898867130279541 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with visible deep nasolabial folds and wrinkles around his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a white shirt with a slightly unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man slam his right hand onto a half-full wine glass, causing the dark liquid to splash into solid drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a medium close-up from a horizontal angle with a blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613848239183426 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.003613848239183426, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613848239183426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05780307203531265, + 0.05491865798830986, + 0.4574468731880188, + 0.16595464944839478, + 0.04208999499678612, + 0.024628881365060806, + 0.04472615197300911, + 0.045988790690898895, + 0.04820941388607025, + 0.05823351442813873 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.003613848239183426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_11/index_tensor([3048, 3048])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_11/index_tensor([3048, 3048])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1705e28925e1c005681b3eaca3e066912bb2f600 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_11/index_tensor([3048, 3048])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle close-up, rendered in a modern comic book illustration style, captures the intense, primal energy of a large horned frog. The style is defined by bold black ink that sharply delineates its forms and a vibrant, saturated color palette. The frog crouches low on the damp jungle floor, its powerful, muscular body tense and poised. Its warty skin, a complex, mottled pattern of earthy browns and deep forest greens, shimmers and glistens in the dappled light filtering through the treetops. Its enormous mouth opens slightly, revealing a pale pink interior and powerful jaw rim, while prominent fleshy horns jut out above its wide, unblinking golden eyes. These eyes, with vertically slit pupils, are fixed with predatory focus on an unseen insect just outside the frame, creating a palpable sense of imminent action. The surrounding environment is a rich tapestry of jungle floor, covered in damp, dark soil and scattered, decaying leaves. Bright light penetrates the dense canopy above, creating dramatic highlights and deep, inky shadows that heighten the sense of tension. The entire scene is coated in a subtle film grain, lending the image a gritty quality and enhancing the coiled, anticipatory atmosphere of violence.", + "seed": 10580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_11/index_3048_seed_10580_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04717997200787068, + "vlm_logprob": -0.04717997200787068, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.04717997200787068, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023585015907883644 + ], + "opposite_logprob_tokens": [ + -3.773585081100464 + ], + "logprob_reward": -0.023585015907883644, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023585015907883644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6924296021461487, + 0.05239609628915787, + 0.0365460030734539, + 0.06307084858417511, + 0.025853890925645828, + 0.013588088564574718, + 0.01384972594678402, + 0.05417478829622269, + 0.006252399180084467, + 0.041838593780994415 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.023585015907883644 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553011998534203 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.012553011998534203, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553011998534203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49426954984664917, + 0.0945032387971878, + 0.030766276642680168, + 0.05381207913160324, + 0.02133077383041382, + 0.026992352679371834, + 0.02787826582789421, + 0.03554120659828186, + 0.07859547436237335, + 0.13631078600883484 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.012553011998534203 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278557896614075 + ], + "opposite_logprob_tokens": [ + -2.0177855491638184 + ], + "logprob_reward": -0.14278557896614075, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278557896614075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4333404302597046, + 0.05626100301742554, + 0.04431252181529999, + 0.09054894745349884, + 0.04054110124707222, + 0.055735617876052856, + 0.10470137000083923, + 0.04038885980844498, + 0.02648138254880905, + 0.10768868774175644 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.14278557896614075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336892269551754 + ], + "opposite_logprob_tokens": [ + -3.408689260482788 + ], + "logprob_reward": -0.0336892269551754, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336892269551754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5786094665527344, + 0.1589059680700302, + 0.03600788861513138, + 0.10942860692739487, + 0.010818340815603733, + 0.007917963899672031, + 0.010430889204144478, + 0.014223580248653889, + 0.01087122317403555, + 0.06278607994318008 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0336892269551754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287026211619377 + ], + "opposite_logprob_tokens": [ + -3.773287057876587 + ], + "logprob_reward": -0.023287026211619377, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287026211619377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6960153579711914, + 0.04856934770941734, + 0.01863105781376362, + 0.023323997855186462, + 0.021401992067694664, + 0.010774973779916763, + 0.056791797280311584, + 0.04975422844290733, + 0.023000692948698997, + 0.05173652991652489 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.023287026211619377 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up, rendered in a modern comic book illustration style, captures the intense, primal energy of a large horned frog. The style is defined by bold black ink that sharply delineates its forms and a vibrant, saturated color palette. The frog crouches low on the damp jungle floor, its powerful, muscular body tense and poised. Its warty skin, a complex, mottled pattern of earthy browns and deep forest greens, shimmers and glistens in the dappled light filtering through the treetops. Its enormous mouth opens slightly, revealing a pale pink interior and powerful jaw rim, while prominent fleshy horns jut out above its wide, unblinking golden eyes. These eyes, with vertically slit pupils, are fixed with predatory focus on an unseen insect just outside the frame, creating a palpable sense of imminent action. The surrounding environment is a rich tapestry of jungle floor, covered in damp, dark soil and scattered, decaying leaves. Bright light penetrates the dense canopy above, creating dramatic highlights and deep, inky shadows that heighten the sense of tension. The entire scene is coated in a subtle film grain, lending the image a gritty quality and enhancing the coiled, anticipatory atmosphere of violence.", + "seed": 10581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_11/index_3048_seed_10581_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022153602074831726, + "vlm_logprob": -0.022153602074831726, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.022153602074831726, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004733784589916468 + ], + "opposite_logprob_tokens": [ + -5.504733562469482 + ], + "logprob_reward": -0.004733784589916468, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004733784589916468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15829934179782867, + 0.12302012741565704, + 0.04854666441679001, + 0.053386397659778595, + 0.060773059725761414, + 0.08459309488534927, + 0.21386776864528656, + 0.10167910903692245, + 0.11481679975986481, + 0.04101768136024475 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.004733784589916468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011093958280980587 + ], + "opposite_logprob_tokens": [ + -4.511094093322754 + ], + "logprob_reward": -0.011093958280980587, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011093958280980587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09649302810430527, + 0.1655743271112442, + 0.0629352405667305, + 0.05815392732620239, + 0.15536920726299286, + 0.12803658843040466, + 0.0980057343840599, + 0.10633982717990875, + 0.07154307514429092, + 0.05754905194044113 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.011093958280980587 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306339845061302 + ], + "opposite_logprob_tokens": [ + -3.1680634021759033 + ], + "logprob_reward": -0.04306339845061302, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306339845061302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07029125094413757, + 0.14591391384601593, + 0.04874536022543907, + 0.05933382734656334, + 0.05493491142988205, + 0.037355802953243256, + 0.4208998382091522, + 0.07607278972864151, + 0.04131757467985153, + 0.045134708285331726 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.04306339845061302 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033689916133880615 + ], + "opposite_logprob_tokens": [ + -3.4086899757385254 + ], + "logprob_reward": -0.033689916133880615, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033689916133880615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05344008654356003, + 0.14471857249736786, + 0.054341379553079605, + 0.03385409712791443, + 0.027573488652706146, + 0.04101201891899109, + 0.1452905684709549, + 0.3900596797466278, + 0.07745089381933212, + 0.032259125262498856 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.033689916133880615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818695291876793 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.01818695291876793, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818695291876793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13085855543613434, + 0.07412561029195786, + 0.04501159116625786, + 0.04127094894647598, + 0.029174679890275, + 0.09362563490867615, + 0.36215662956237793, + 0.10439465939998627, + 0.07429059594869614, + 0.04509104788303375 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.01818695291876793 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up, rendered in a modern comic book illustration style, captures the intense, primal energy of a large horned frog. The style is defined by bold black ink that sharply delineates its forms and a vibrant, saturated color palette. The frog crouches low on the damp jungle floor, its powerful, muscular body tense and poised. Its warty skin, a complex, mottled pattern of earthy browns and deep forest greens, shimmers and glistens in the dappled light filtering through the treetops. Its enormous mouth opens slightly, revealing a pale pink interior and powerful jaw rim, while prominent fleshy horns jut out above its wide, unblinking golden eyes. These eyes, with vertically slit pupils, are fixed with predatory focus on an unseen insect just outside the frame, creating a palpable sense of imminent action. The surrounding environment is a rich tapestry of jungle floor, covered in damp, dark soil and scattered, decaying leaves. Bright light penetrates the dense canopy above, creating dramatic highlights and deep, inky shadows that heighten the sense of tension. The entire scene is coated in a subtle film grain, lending the image a gritty quality and enhancing the coiled, anticipatory atmosphere of violence.", + "seed": 10582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_11/index_3048_seed_10582_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028512897063046695, + "vlm_logprob": -0.028512897063046695, + "vlm_yes_no_margin": 3.924999952316284, + "vlm_token_credit": -0.028512897063046695, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013102740980684757 + ], + "opposite_logprob_tokens": [ + -4.3881025314331055 + ], + "logprob_reward": -0.013102740980684757, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013102740980684757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5742780566215515, + 0.0853426530957222, + 0.05083533748984337, + 0.01463224645704031, + 0.036024514585733414, + 0.03396908566355705, + 0.0628628134727478, + 0.03736063092947006, + 0.03683655709028244, + 0.06785805523395538 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.013102740980684757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059593613259494305 + ], + "opposite_logprob_tokens": [ + -5.130959510803223 + ], + "logprob_reward": -0.0059593613259494305, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059593613259494305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43516018986701965, + 0.1752905249595642, + 0.06518758833408356, + 0.03443574532866478, + 0.05993131548166275, + 0.02322452887892723, + 0.038826171308755875, + 0.02802795171737671, + 0.07003656774759293, + 0.06987949460744858 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0059593613259494305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897446304559708 + ], + "opposite_logprob_tokens": [ + -2.578974485397339 + ], + "logprob_reward": -0.07897446304559708, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897446304559708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13665153086185455, + 0.3048577606678009, + 0.14267489314079285, + 0.028904765844345093, + 0.12075016647577286, + 0.03391378000378609, + 0.06743677705526352, + 0.08934056758880615, + 0.026752106845378876, + 0.0487176813185215 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.07897446304559708 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634120173752308 + ], + "opposite_logprob_tokens": [ + -3.651341199874878 + ], + "logprob_reward": -0.02634120173752308, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634120173752308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36949411034584045, + 0.18718595802783966, + 0.04800647124648094, + 0.015855005010962486, + 0.04413917660713196, + 0.023545200005173683, + 0.16782024502754211, + 0.04275425523519516, + 0.017521359026432037, + 0.0836782231926918 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02634120173752308 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186718225479126 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186718225479126, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018186718225479126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43306824564933777, + 0.02786160074174404, + 0.04842028021812439, + 0.03391469269990921, + 0.05123020336031914, + 0.061530087143182755, + 0.09278528392314911, + 0.06479599326848984, + 0.06460314989089966, + 0.12179044634103775 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.018186718225479126 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up, rendered in a modern comic book illustration style, captures the intense, primal energy of a large horned frog. The style is defined by bold black ink that sharply delineates its forms and a vibrant, saturated color palette. The frog crouches low on the damp jungle floor, its powerful, muscular body tense and poised. Its warty skin, a complex, mottled pattern of earthy browns and deep forest greens, shimmers and glistens in the dappled light filtering through the treetops. Its enormous mouth opens slightly, revealing a pale pink interior and powerful jaw rim, while prominent fleshy horns jut out above its wide, unblinking golden eyes. These eyes, with vertically slit pupils, are fixed with predatory focus on an unseen insect just outside the frame, creating a palpable sense of imminent action. The surrounding environment is a rich tapestry of jungle floor, covered in damp, dark soil and scattered, decaying leaves. Bright light penetrates the dense canopy above, creating dramatic highlights and deep, inky shadows that heighten the sense of tension. The entire scene is coated in a subtle film grain, lending the image a gritty quality and enhancing the coiled, anticipatory atmosphere of violence.", + "seed": 10583, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_11/index_3048_seed_10583_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03476072726771236, + "vlm_logprob": -0.03476072726771236, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03476072726771236, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011708587408065796 + ], + "opposite_logprob_tokens": [ + -4.511708736419678 + ], + "logprob_reward": -0.011708587408065796, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011708587408065796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5951765179634094, + 0.01145253051072359, + 0.0408019982278347, + 0.01566028781235218, + 0.07276391237974167, + 0.06590695679187775, + 0.03711830824613571, + 0.053818024694919586, + 0.06804762035608292, + 0.0392538383603096 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.011708587408065796 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639241870492697 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639241870492697, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639241870492697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8037226796150208, + 0.009621765464544296, + 0.020938461646437645, + 0.015410595573484898, + 0.013636434450745583, + 0.011312123388051987, + 0.03679123520851135, + 0.019641712307929993, + 0.05446866154670715, + 0.014456319622695446 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.007639241870492697 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029932111501694 + ], + "opposite_logprob_tokens": [ + -2.35029935836792 + ], + "logprob_reward": -0.10029932111501694, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029932111501694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3453828692436218, + 0.015969116240739822, + 0.11981397122144699, + 0.030708689242601395, + 0.11490323394536972, + 0.055627286434173584, + 0.10311026871204376, + 0.05402785539627075, + 0.12738727033138275, + 0.033069465309381485 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.10029932111501694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808823600411415 + ], + "opposite_logprob_tokens": [ + -3.288088321685791 + ], + "logprob_reward": -0.03808823600411415, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808823600411415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36708059906959534, + 0.042792823165655136, + 0.052235253155231476, + 0.03613947704434395, + 0.08240893483161926, + 0.111296646296978, + 0.11227309703826904, + 0.07356484234333038, + 0.06319380551576614, + 0.05901455506682396 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.03808823600411415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large horned frog with prominent fleshy horns and warty skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog positioned in a low-angle close-up shot crouching on the jungle floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a modern comic book illustration with bold black ink lines and a vibrant, saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the frog's mouth open slightly to reveal a pale pink interior and powerful jaw rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the frog's eyes golden with vertically slit pupils fixed in a predatory focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068249940872192 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068249940872192, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068249940872192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.57014000415802, + 0.01900053396821022, + 0.03378761559724808, + 0.034937843680381775, + 0.043588295578956604, + 0.08571374416351318, + 0.056885335594415665, + 0.07155187427997589, + 0.06029854342341423, + 0.024096207693219185 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.016068249940872192 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_12/index_tensor([8130, 8130])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_12/index_tensor([8130, 8130])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d6e81c2fb0ac8b8746be5c1a3dc6160bd4a4f60a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_12/index_tensor([8130, 8130])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot follows a weathered, crimson vintage motorcycle as it rests on the cobblestones of a crowded, exotic market alley. The motorcycle's metal fuel tank reflects the mottled colors of its surroundings, while the chrome exhaust pipe and handlebars are dusty, revealing the signs of age. A tanned man with a steely gaze, dressed in a faded, dark blue linen shirt, sits astride the motorcycle. As he decisively twists the throttle, the engine emits a deep, powerful roar, and a plume of blue-gray exhaust instantly erupts from the exhaust pipe, filling the humid air. The motorcycle lunges forward, its rear wheel kicking up a cloud of dust and gravel as it pursues along the narrow passage. The camera follows the motorcycle steadily, flanked by the vibrant colors of the market: mountains of turmeric and chili-red spices, hanging emerald green and royal blue fabrics, and the vibrant atmosphere of the stalls, illuminated by the golden afternoon sun filtering through the cracks in the roof. The entire picture is immersed in a warm and rich tone, with a strong contrast between light and shadow, full of documentary sense and story tension, perfectly reproducing the iconic visual style of Steve McCurry's photography works, full of humanistic texture and vivid colors, creating a tense and energetic chase atmosphere.", + "seed": 16721, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_12/index_8130_seed_16721_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07226115576922894, + "vlm_logprob": -0.07226115576922894, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.07226115576922894, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1290518194437027 + ], + "opposite_logprob_tokens": [ + -2.129051923751831 + ], + "logprob_reward": -0.1290518194437027, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1290518194437027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09058015793561935, + 0.047628842294216156, + 0.024105168879032135, + 0.2639177441596985, + 0.06698543578386307, + 0.09168077260255814, + 0.04827597737312317, + 0.19225357472896576, + 0.10975784063339233, + 0.0648145079612732 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.1290518194437027 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020597372204065323 + ], + "opposite_logprob_tokens": [ + -3.895597457885742 + ], + "logprob_reward": -0.020597372204065323, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020597372204065323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0508582629263401, + 0.03690629452466965, + 0.03016781620681286, + 0.10112736374139786, + 0.09730647504329681, + 0.3266506791114807, + 0.061343614012002945, + 0.08796191215515137, + 0.05211246758699417, + 0.15556517243385315 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.020597372204065323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002996489405632 + ], + "opposite_logprob_tokens": [ + -2.350299596786499 + ], + "logprob_reward": -0.1002996489405632, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002996489405632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07599509507417679, + 0.04573287442326546, + 0.10135744512081146, + 0.056839775294065475, + 0.06143588200211525, + 0.3066469728946686, + 0.06981465965509415, + 0.1497519165277481, + 0.07019297778606415, + 0.06223241612315178 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.1002996489405632 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073680594563484 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073680594563484, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073680594563484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043839652091264725, + 0.04071930795907974, + 0.03665050119161606, + 0.06819823384284973, + 0.037579938769340515, + 0.09113118797540665, + 0.1481902152299881, + 0.34376442432403564, + 0.05225750431418419, + 0.13766905665397644 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.011073680594563484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028325766324997 + ], + "opposite_logprob_tokens": [ + -2.350283145904541 + ], + "logprob_reward": -0.10028325766324997, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028325766324997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10406362265348434, + 0.06487522274255753, + 0.05130113661289215, + 0.14547494053840637, + 0.10640750825405121, + 0.08294402062892914, + 0.14621984958648682, + 0.09652354568243027, + 0.09028156101703644, + 0.11190853267908096 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.10028325766324997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a weathered, crimson vintage motorcycle as it rests on the cobblestones of a crowded, exotic market alley. The motorcycle's metal fuel tank reflects the mottled colors of its surroundings, while the chrome exhaust pipe and handlebars are dusty, revealing the signs of age. A tanned man with a steely gaze, dressed in a faded, dark blue linen shirt, sits astride the motorcycle. As he decisively twists the throttle, the engine emits a deep, powerful roar, and a plume of blue-gray exhaust instantly erupts from the exhaust pipe, filling the humid air. The motorcycle lunges forward, its rear wheel kicking up a cloud of dust and gravel as it pursues along the narrow passage. The camera follows the motorcycle steadily, flanked by the vibrant colors of the market: mountains of turmeric and chili-red spices, hanging emerald green and royal blue fabrics, and the vibrant atmosphere of the stalls, illuminated by the golden afternoon sun filtering through the cracks in the roof. The entire picture is immersed in a warm and rich tone, with a strong contrast between light and shadow, full of documentary sense and story tension, perfectly reproducing the iconic visual style of Steve McCurry's photography works, full of humanistic texture and vivid colors, creating a tense and energetic chase atmosphere.", + "seed": 16722, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_12/index_8130_seed_16722_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07685735407285392, + "vlm_logprob": -0.07685735407285392, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.07685735407285392, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04978780075907707 + ], + "opposite_logprob_tokens": [ + -3.049787759780884 + ], + "logprob_reward": -0.04978780075907707, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04978780075907707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09798890352249146, + 0.1548958718776703, + 0.04420129209756851, + 0.08896959573030472, + 0.2009742707014084, + 0.07093505561351776, + 0.23219715058803558, + 0.02301528863608837, + 0.05081404745578766, + 0.03600849583745003 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.04978780075907707 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811061009764671 + ], + "opposite_logprob_tokens": [ + -3.2881104946136475 + ], + "logprob_reward": -0.03811061009764671, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811061009764671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.116287462413311, + 0.13443899154663086, + 0.031215941533446312, + 0.09849570691585541, + 0.25074219703674316, + 0.10135173052549362, + 0.1131497174501419, + 0.04552312195301056, + 0.04348189756274223, + 0.06531327962875366 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.03811061009764671 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292329430580139 + ], + "opposite_logprob_tokens": [ + -2.2379233837127686 + ], + "logprob_reward": -0.11292329430580139, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292329430580139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09862376749515533, + 0.08264869451522827, + 0.04677300527691841, + 0.06705277413129807, + 0.21336150169372559, + 0.04117368534207344, + 0.11502304673194885, + 0.04296156391501427, + 0.22378258407115936, + 0.06859937310218811 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.11292329430580139 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614442190155387 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.003614442190155387, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614442190155387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22867609560489655, + 0.07013659924268723, + 0.08173011988401413, + 0.06069060042500496, + 0.09633423388004303, + 0.07852631062269211, + 0.125058114528656, + 0.08058472722768784, + 0.05211850628256798, + 0.126144677400589 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.003614442190155387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985062301158905 + ], + "opposite_logprob_tokens": [ + -1.8048505783081055 + ], + "logprob_reward": -0.17985062301158905, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985062301158905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13414587080478668, + 0.06224868819117546, + 0.044175200164318085, + 0.07014557719230652, + 0.2954806685447693, + 0.0773703008890152, + 0.10559818148612976, + 0.04700677469372749, + 0.10474774241447449, + 0.05908096581697464 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.17985062301158905 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a weathered, crimson vintage motorcycle as it rests on the cobblestones of a crowded, exotic market alley. The motorcycle's metal fuel tank reflects the mottled colors of its surroundings, while the chrome exhaust pipe and handlebars are dusty, revealing the signs of age. A tanned man with a steely gaze, dressed in a faded, dark blue linen shirt, sits astride the motorcycle. As he decisively twists the throttle, the engine emits a deep, powerful roar, and a plume of blue-gray exhaust instantly erupts from the exhaust pipe, filling the humid air. The motorcycle lunges forward, its rear wheel kicking up a cloud of dust and gravel as it pursues along the narrow passage. The camera follows the motorcycle steadily, flanked by the vibrant colors of the market: mountains of turmeric and chili-red spices, hanging emerald green and royal blue fabrics, and the vibrant atmosphere of the stalls, illuminated by the golden afternoon sun filtering through the cracks in the roof. The entire picture is immersed in a warm and rich tone, with a strong contrast between light and shadow, full of documentary sense and story tension, perfectly reproducing the iconic visual style of Steve McCurry's photography works, full of humanistic texture and vivid colors, creating a tense and energetic chase atmosphere.", + "seed": 16723, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_12/index_8130_seed_16723_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11858535064384342, + "vlm_logprob": -0.11858535064384342, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.11858535064384342, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2526516318321228 + ], + "opposite_logprob_tokens": [ + -1.5026516914367676 + ], + "logprob_reward": -0.2526516318321228, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2526516318321228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09232214093208313, + 0.11637833714485168, + 0.08185702562332153, + 0.036269623786211014, + 0.09841232001781464, + 0.015867462381720543, + 0.044711560010910034, + 0.03589047119021416, + 0.4189980924129486, + 0.05929293856024742 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.2526516318321228 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981671877205372 + ], + "opposite_logprob_tokens": [ + -3.5298166275024414 + ], + "logprob_reward": -0.02981671877205372, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981671877205372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07982379198074341, + 0.150094673037529, + 0.07505074888467789, + 0.05698871612548828, + 0.0996919646859169, + 0.06321939826011658, + 0.1224554032087326, + 0.07593829184770584, + 0.1531231850385666, + 0.12361380457878113 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.02981671877205372 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897336035966873 + ], + "opposite_logprob_tokens": [ + -2.5789732933044434 + ], + "logprob_reward": -0.07897336035966873, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897336035966873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057562459260225296, + 0.24934588372707367, + 0.05299827829003334, + 0.08606044948101044, + 0.1109316349029541, + 0.0807427242398262, + 0.09167809784412384, + 0.08545815944671631, + 0.11194752156734467, + 0.07327473163604736 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.07897336035966873 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948815029114485 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005948815029114485, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948815029114485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058752112090587616, + 0.04789889603853226, + 0.03450736775994301, + 0.03990707919001579, + 0.0957120805978775, + 0.03255883604288101, + 0.08991110324859619, + 0.06691321730613708, + 0.4022071659564972, + 0.13163214921951294 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.005948815029114485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22553622722625732 + ], + "opposite_logprob_tokens": [ + -1.6005362272262573 + ], + "logprob_reward": -0.22553622722625732, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22553622722625732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053157784044742584, + 0.0571686252951622, + 0.04530701786279678, + 0.025458062067627907, + 0.30454888939857483, + 0.09680351614952087, + 0.04728240892291069, + 0.04687613621354103, + 0.26432693004608154, + 0.05907057970762253 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.22553622722625732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a weathered, crimson vintage motorcycle as it rests on the cobblestones of a crowded, exotic market alley. The motorcycle's metal fuel tank reflects the mottled colors of its surroundings, while the chrome exhaust pipe and handlebars are dusty, revealing the signs of age. A tanned man with a steely gaze, dressed in a faded, dark blue linen shirt, sits astride the motorcycle. As he decisively twists the throttle, the engine emits a deep, powerful roar, and a plume of blue-gray exhaust instantly erupts from the exhaust pipe, filling the humid air. The motorcycle lunges forward, its rear wheel kicking up a cloud of dust and gravel as it pursues along the narrow passage. The camera follows the motorcycle steadily, flanked by the vibrant colors of the market: mountains of turmeric and chili-red spices, hanging emerald green and royal blue fabrics, and the vibrant atmosphere of the stalls, illuminated by the golden afternoon sun filtering through the cracks in the roof. The entire picture is immersed in a warm and rich tone, with a strong contrast between light and shadow, full of documentary sense and story tension, perfectly reproducing the iconic visual style of Steve McCurry's photography works, full of humanistic texture and vivid colors, creating a tense and energetic chase atmosphere.", + "seed": 16724, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_12/index_8130_seed_16724_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1410397001542151, + "vlm_logprob": -0.1410397001542151, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.1410397001542151, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08107789605855942 + ], + "opposite_logprob_tokens": [ + -2.581077814102173 + ], + "logprob_reward": -0.08107789605855942, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08107789605855942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12177630513906479, + 0.04231521114706993, + 0.0860690027475357, + 0.11844220012426376, + 0.09749406576156616, + 0.13259989023208618, + 0.12346991896629333, + 0.13808903098106384, + 0.053946029394865036, + 0.08579828590154648 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.08107789605855942 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608525961637497 + ], + "opposite_logprob_tokens": [ + -4.141085147857666 + ], + "logprob_reward": -0.01608525961637497, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608525961637497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062356673181056976, + 0.026501094922423363, + 0.03004680946469307, + 0.11363137513399124, + 0.07336889952421188, + 0.0899605080485344, + 0.2247445285320282, + 0.21330730617046356, + 0.08163879066705704, + 0.08444394171237946 + ], + "top_frames": [ + 6, + 7, + 3 + ], + "selected_reward": -0.01608525961637497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742719531059265 + ], + "opposite_logprob_tokens": [ + -0.9742719531059265 + ], + "logprob_reward": -0.4742719531059265, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742719531059265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10659312456846237, + 0.027628449723124504, + 0.11091746389865875, + 0.0913718119263649, + 0.11119981855154037, + 0.10559969395399094, + 0.08725680410861969, + 0.10252856463193893, + 0.10405318439006805, + 0.15285106003284454 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.4742719531059265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12530627846717834, + 0.0360691100358963, + 0.0420532263815403, + 0.10719557851552963, + 0.10181563347578049, + 0.0709393247961998, + 0.04789489135146141, + 0.12240366637706757, + 0.2608124017715454, + 0.08550989627838135 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.006735597271472216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, crimson vintage motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tanned man wearing a faded, dark blue linen shirt sitting astride the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the motorcycle lunge forward, kicking up a cloud of dust and gravel from the cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a crowded, exotic market alley with stalls selling turmeric, chili-red spices, and hanging emerald green and royal blue fabrics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that follows the motorcycle steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702779471874237 + ], + "opposite_logprob_tokens": [ + -2.127027750015259 + ], + "logprob_reward": -0.12702779471874237, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702779471874237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07953543961048126, + 0.04099026694893837, + 0.09715991467237473, + 0.08586104214191437, + 0.10482314974069595, + 0.1173604354262352, + 0.10255482792854309, + 0.08445975929498672, + 0.16614222526550293, + 0.12111291289329529 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.12702779471874237 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_13/index_tensor([3871, 3871])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_13/index_tensor([3871, 3871])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9256cbb0ea53e7d0f12080cd2485c65d4c18cf8a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_13/index_tensor([3871, 3871])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight medium close-up shot from a slightly upward angle focuses on a mischievous imp. He has short, shaggy, moss-green hair, with pointed ears jutting from it. His large, sly eyes stare straight ahead, a smug grin stretching from ear to ear. He wears a small, dark brown vest made of rough linen, and his hands tightly grip an old, scratched black cast-iron frying pan. At that moment, with a deft and showy gesture, he jerks the pan upward, sending several magic mushrooms of varying sizes, emitting a faint bluish-purple glow, catapulting into the air in a dazzling arc of light. These glowing mushrooms serve as the scene's primary light source, their eerie, cold light illuminating not only his smug face but also casting dramatic, dancing shadows across his prominent nose and cheekbones, further animating his expression. The backdrop is a dimly lit tree-hollow kitchen, with the rough wood textures and hanging dried herbs appearing blurred and mysterious out of focus. The entire picture is filled with a fantastical yet vibrant atmosphere in cold colors, perfectly capturing the pure excitement and pride that this little creature feels at his own clever mischief.", + "seed": 27023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_13/index_3871_seed_27023_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015840531792491674, + "vlm_logprob": -0.015840531792491674, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.015840531792491674, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005770334508270025 + ], + "opposite_logprob_tokens": [ + -5.255770206451416 + ], + "logprob_reward": -0.005770334508270025, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005770334508270025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07313691079616547, + 0.1971757709980011, + 0.08983565866947174, + 0.05576108768582344, + 0.07628048211336136, + 0.040925636887550354, + 0.06681354343891144, + 0.038483742624521255, + 0.09389159083366394, + 0.2676956355571747 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.005770334508270025 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337321013212204 + ], + "opposite_logprob_tokens": [ + -3.4087321758270264 + ], + "logprob_reward": -0.0337321013212204, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337321013212204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08237650245428085, + 0.21978935599327087, + 0.07000464200973511, + 0.05154334381222725, + 0.16218005120754242, + 0.07031960040330887, + 0.06566336750984192, + 0.06540267169475555, + 0.05215214192867279, + 0.1605682671070099 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.0337321013212204 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254606619477272 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.01254606619477272, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254606619477272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06751582771539688, + 0.15025123953819275, + 0.05825100466609001, + 0.03785227611660957, + 0.09581658989191055, + 0.06267429888248444, + 0.07038319110870361, + 0.06793640553951263, + 0.266761839389801, + 0.12255730479955673 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.01254606619477272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075288876891136 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075288876891136, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075288876891136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11817463487386703, + 0.10114023089408875, + 0.06827612966299057, + 0.04088430851697922, + 0.09816383570432663, + 0.045027509331703186, + 0.0722024068236351, + 0.08370859175920486, + 0.27250775694847107, + 0.09991455078125 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.016075288876891136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078868061304092 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078868061304092, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078868061304092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05054745823144913, + 0.09669749438762665, + 0.05864732339978218, + 0.04328624904155731, + 0.027272935956716537, + 0.023403074592351913, + 0.031377408653497696, + 0.10853074491024017, + 0.46977293491363525, + 0.09046434611082077 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.011078868061304092 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight medium close-up shot from a slightly upward angle focuses on a mischievous imp. He has short, shaggy, moss-green hair, with pointed ears jutting from it. His large, sly eyes stare straight ahead, a smug grin stretching from ear to ear. He wears a small, dark brown vest made of rough linen, and his hands tightly grip an old, scratched black cast-iron frying pan. At that moment, with a deft and showy gesture, he jerks the pan upward, sending several magic mushrooms of varying sizes, emitting a faint bluish-purple glow, catapulting into the air in a dazzling arc of light. These glowing mushrooms serve as the scene's primary light source, their eerie, cold light illuminating not only his smug face but also casting dramatic, dancing shadows across his prominent nose and cheekbones, further animating his expression. The backdrop is a dimly lit tree-hollow kitchen, with the rough wood textures and hanging dried herbs appearing blurred and mysterious out of focus. The entire picture is filled with a fantastical yet vibrant atmosphere in cold colors, perfectly capturing the pure excitement and pride that this little creature feels at his own clever mischief.", + "seed": 27024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_13/index_3871_seed_27024_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012226735427975654, + "vlm_logprob": -0.012226735427975654, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.012226735427975654, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01295530516654253 + ], + "opposite_logprob_tokens": [ + -4.387955188751221 + ], + "logprob_reward": -0.01295530516654253, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01295530516654253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7339381575584412, + 0.01968804933130741, + 0.019698970019817352, + 0.03571407496929169, + 0.0265505313873291, + 0.04314875230193138, + 0.04564318433403969, + 0.025036022067070007, + 0.03510930389165878, + 0.015472956001758575 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.01295530516654253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820884272456169 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.01820884272456169, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820884272456169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4797976016998291, + 0.03621562942862511, + 0.034315574914216995, + 0.03345512971282005, + 0.08277548104524612, + 0.13142195343971252, + 0.05615124851465225, + 0.03187431022524834, + 0.05418447405099869, + 0.059808630496263504 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.01820884272456169 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647731505334377 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647731505334377, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647731505334377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6169045567512512, + 0.04780453443527222, + 0.13124166429042816, + 0.039170969277620316, + 0.02171926759183407, + 0.04253499582409859, + 0.02130289375782013, + 0.021755119785666466, + 0.017741050571203232, + 0.03982493653893471 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008647731505334377 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525260902941227 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.00525260902941227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525260902941227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13340039551258087, + 0.07542659342288971, + 0.07882076501846313, + 0.03943006694316864, + 0.14851891994476318, + 0.3435814678668976, + 0.036138858646154404, + 0.030650509521365166, + 0.058527927845716476, + 0.05550450086593628 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.00525260902941227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069188714027405 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069188714027405, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069188714027405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5066400766372681, + 0.060845986008644104, + 0.11114993691444397, + 0.038848232477903366, + 0.032622747123241425, + 0.1075884997844696, + 0.02146981656551361, + 0.03821145370602608, + 0.04932848736643791, + 0.03329478204250336 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.016069188714027405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight medium close-up shot from a slightly upward angle focuses on a mischievous imp. He has short, shaggy, moss-green hair, with pointed ears jutting from it. His large, sly eyes stare straight ahead, a smug grin stretching from ear to ear. He wears a small, dark brown vest made of rough linen, and his hands tightly grip an old, scratched black cast-iron frying pan. At that moment, with a deft and showy gesture, he jerks the pan upward, sending several magic mushrooms of varying sizes, emitting a faint bluish-purple glow, catapulting into the air in a dazzling arc of light. These glowing mushrooms serve as the scene's primary light source, their eerie, cold light illuminating not only his smug face but also casting dramatic, dancing shadows across his prominent nose and cheekbones, further animating his expression. The backdrop is a dimly lit tree-hollow kitchen, with the rough wood textures and hanging dried herbs appearing blurred and mysterious out of focus. The entire picture is filled with a fantastical yet vibrant atmosphere in cold colors, perfectly capturing the pure excitement and pride that this little creature feels at his own clever mischief.", + "seed": 27025, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_13/index_3871_seed_27025_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014540863782167434, + "vlm_logprob": -0.014540863782167434, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.014540863782167434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012025123462080956 + ], + "opposite_logprob_tokens": [ + -4.512025356292725 + ], + "logprob_reward": -0.012025123462080956, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012025123462080956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2537168562412262, + 0.19756361842155457, + 0.06261829286813736, + 0.06059550121426582, + 0.1060548722743988, + 0.03294522315263748, + 0.11170738935470581, + 0.020574606955051422, + 0.09988871961832047, + 0.05433491989970207 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.012025123462080956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033730603754520416 + ], + "opposite_logprob_tokens": [ + -3.4087305068969727 + ], + "logprob_reward": -0.033730603754520416, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033730603754520416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1442383974790573, + 0.29088491201400757, + 0.06333135813474655, + 0.04658632352948189, + 0.0754050463438034, + 0.07009060680866241, + 0.0476858988404274, + 0.14548452198505402, + 0.061297398060560226, + 0.05499554052948952 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.033730603754520416 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004102861508727074 + ], + "opposite_logprob_tokens": [ + -5.50410270690918 + ], + "logprob_reward": -0.004102861508727074, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004102861508727074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08537691086530685, + 0.10209939628839493, + 0.0579194612801075, + 0.06021460145711899, + 0.10545578598976135, + 0.09446820616722107, + 0.10764170438051224, + 0.09301209449768066, + 0.13359007239341736, + 0.16022180020809174 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.004102861508727074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646904490888119 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008646904490888119, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646904490888119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10669616609811783, + 0.0658734068274498, + 0.050242580473423004, + 0.04580153524875641, + 0.30171510577201843, + 0.038865022361278534, + 0.0553131066262722, + 0.1763884276151657, + 0.10602474957704544, + 0.053079843521118164 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.008646904490888119 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419882569462061 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.01419882569462061, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419882569462061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14839501678943634, + 0.13297176361083984, + 0.0367877222597599, + 0.038761384785175323, + 0.037983860820531845, + 0.05100436508655548, + 0.12549397349357605, + 0.12877368927001953, + 0.10413726419210434, + 0.19569095969200134 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.01419882569462061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight medium close-up shot from a slightly upward angle focuses on a mischievous imp. He has short, shaggy, moss-green hair, with pointed ears jutting from it. His large, sly eyes stare straight ahead, a smug grin stretching from ear to ear. He wears a small, dark brown vest made of rough linen, and his hands tightly grip an old, scratched black cast-iron frying pan. At that moment, with a deft and showy gesture, he jerks the pan upward, sending several magic mushrooms of varying sizes, emitting a faint bluish-purple glow, catapulting into the air in a dazzling arc of light. These glowing mushrooms serve as the scene's primary light source, their eerie, cold light illuminating not only his smug face but also casting dramatic, dancing shadows across his prominent nose and cheekbones, further animating his expression. The backdrop is a dimly lit tree-hollow kitchen, with the rough wood textures and hanging dried herbs appearing blurred and mysterious out of focus. The entire picture is filled with a fantastical yet vibrant atmosphere in cold colors, perfectly capturing the pure excitement and pride that this little creature feels at his own clever mischief.", + "seed": 27026, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_13/index_3871_seed_27026_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04755181763321161, + "vlm_logprob": -0.04755181763321161, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.04755181763321161, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010540646500885487 + ], + "opposite_logprob_tokens": [ + -4.63554048538208 + ], + "logprob_reward": -0.010540646500885487, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010540646500885487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2282465249300003, + 0.08763329684734344, + 0.09248816221952438, + 0.15428727865219116, + 0.0835854709148407, + 0.08182060718536377, + 0.04395431652665138, + 0.03588300570845604, + 0.07467088848352432, + 0.1174304410815239 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.010540646500885487 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710946798324585 + ], + "opposite_logprob_tokens": [ + -2.1271095275878906 + ], + "logprob_reward": -0.12710946798324585, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710946798324585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1781659722328186, + 0.0762246772646904, + 0.06947441399097443, + 0.09495596587657928, + 0.07602891325950623, + 0.08224193751811981, + 0.06559114903211594, + 0.045381948351860046, + 0.15746918320655823, + 0.15446580946445465 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.12710946798324585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330368012189865 + ], + "opposite_logprob_tokens": [ + -3.773303747177124 + ], + "logprob_reward": -0.02330368012189865, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330368012189865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2837255001068115, + 0.11237813532352448, + 0.03491468355059624, + 0.03506145253777504, + 0.025247011333703995, + 0.020618053153157234, + 0.04030380770564079, + 0.08354319632053375, + 0.1720394492149353, + 0.1921686977148056 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.02330368012189865 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372933343052864 + ], + "opposite_logprob_tokens": [ + -3.408729314804077 + ], + "logprob_reward": -0.03372933343052864, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372933343052864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7099847197532654, + 0.05027439445257187, + 0.019848693162202835, + 0.04097715765237808, + 0.03253301605582237, + 0.028975404798984528, + 0.018952909857034683, + 0.020176634192466736, + 0.013394414447247982, + 0.06488261371850967 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03372933343052864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight medium close-up of a mischievous imp with short, shaggy, moss-green hair and pointed ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the imp wearing a small, dark brown vest made of rough linen and holding an old, scratched black cast-iron frying pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the imp perform an action of jerking the frying pan upward to catapult glowing magic mushrooms into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dimly lit tree-hollow kitchen with blurred rough wood textures and hanging dried herbs in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the magic mushrooms emit a faint bluish-purple glow that serves as the primary light source, casting dancing shadows on the imp's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075960129499435 + ], + "opposite_logprob_tokens": [ + -3.1680760383605957 + ], + "logprob_reward": -0.043075960129499435, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075960129499435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41697418689727783, + 0.13215750455856323, + 0.08321081846952438, + 0.016484782099723816, + 0.012559989467263222, + 0.011691614985466003, + 0.01146202627569437, + 0.015148593112826347, + 0.2212955355644226, + 0.07901502400636673 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.043075960129499435 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_14/index_tensor([3319, 3319])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_14/index_tensor([3319, 3319])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..22453eb1f885f5457d6c5129e264c48bcb36568a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_14/index_tensor([3319, 3319])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up, almost reaching macro, the camera remains still, focused on a deep, nearly pitch-black void. Countless tiny ice crystals gleaming like diamonds and swirling, chilly white vapor, as if drawn by an invisible force, spiral and converge from all directions in an orderly, spiraling pattern. These elements first form a vague outline, then slowly begin to fill in and solidify into the delicate features of a young man. His short, silvery-white hair is as distinct as strands of ice. His long, slightly curled eyelashes, adorned with tiny, shimmering beads of ice, hang from his closed eyes. Most striking are the pair of dragon horns gracefully extending from his forehead. Composed entirely of translucent ice crystals, they seem to emanate a faint, mysterious, icy-blue glow. As the condensation progresses, the contours and textures of the horns become increasingly distinct. The ice crystals and vapor continue to cling to and fuse with his skin, gradually transforming from its initial hazy transparency into a white and textured complexion, like a flawless jade being meticulously carved. The entire condensation process is slow and solemn, and the light comes entirely from the refraction of the ice crystals themselves and the faint light inside the dragon's horns, creating a sacred, tranquil atmosphere full of the miracle of creation against the dark background. The picture is full of biting cold, yet breathtakingly beautiful.", + "seed": 10854, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_14/index_3319_seed_10854_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4046433325856924, + "vlm_logprob": -0.4046433325856924, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.4046433325856924, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9125467538833618 + ], + "opposite_logprob_tokens": [ + -0.16254673898220062 + ], + "logprob_reward": -1.9125467538833618, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9125467538833618, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.037683598697185516, + 0.031012458726763725, + 0.03709185868501663, + 0.031027790158987045, + 0.04114839434623718, + 0.06603393703699112, + 0.030658839270472527, + 0.08559256047010422, + 0.4239043593406677, + 0.2158462554216385 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -1.9125467538833618 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009822133928537369 + ], + "opposite_logprob_tokens": [ + -4.634822368621826 + ], + "logprob_reward": -0.009822133928537369, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009822133928537369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03783310577273369, + 0.027675433084368706, + 0.03159773349761963, + 0.038816459476947784, + 0.07562137395143509, + 0.1193089485168457, + 0.04035106301307678, + 0.0636712908744812, + 0.31650322675704956, + 0.2486213743686676 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.009822133928537369 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981671877205372 + ], + "opposite_logprob_tokens": [ + -3.5298166275024414 + ], + "logprob_reward": -0.02981671877205372, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981671877205372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034708887338638306, + 0.029009303078055382, + 0.030752908438444138, + 0.03493041917681694, + 0.08505967259407043, + 0.12323593348264694, + 0.05351010710000992, + 0.05838539078831673, + 0.27229005098342896, + 0.2781173884868622 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.02981671877205372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495565012097359 + ], + "opposite_logprob_tokens": [ + -2.9299557209014893 + ], + "logprob_reward": -0.05495565012097359, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495565012097359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023163430392742157, + 0.13468806445598602, + 0.02479918673634529, + 0.022738266736268997, + 0.07468130439519882, + 0.05653873085975647, + 0.04235905781388283, + 0.06229288876056671, + 0.08908676356077194, + 0.46965229511260986 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.05495565012097359 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075406223535538 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.016075406223535538, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075406223535538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06706281751394272, + 0.061332009732723236, + 0.051669951528310776, + 0.03378385305404663, + 0.09336651861667633, + 0.07354658097028732, + 0.04039386287331581, + 0.06410752981901169, + 0.2502460181713104, + 0.26449084281921387 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.016075406223535538 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, almost reaching macro, the camera remains still, focused on a deep, nearly pitch-black void. Countless tiny ice crystals gleaming like diamonds and swirling, chilly white vapor, as if drawn by an invisible force, spiral and converge from all directions in an orderly, spiraling pattern. These elements first form a vague outline, then slowly begin to fill in and solidify into the delicate features of a young man. His short, silvery-white hair is as distinct as strands of ice. His long, slightly curled eyelashes, adorned with tiny, shimmering beads of ice, hang from his closed eyes. Most striking are the pair of dragon horns gracefully extending from his forehead. Composed entirely of translucent ice crystals, they seem to emanate a faint, mysterious, icy-blue glow. As the condensation progresses, the contours and textures of the horns become increasingly distinct. The ice crystals and vapor continue to cling to and fuse with his skin, gradually transforming from its initial hazy transparency into a white and textured complexion, like a flawless jade being meticulously carved. The entire condensation process is slow and solemn, and the light comes entirely from the refraction of the ice crystals themselves and the faint light inside the dragon's horns, creating a sacred, tranquil atmosphere full of the miracle of creation against the dark background. The picture is full of biting cold, yet breathtakingly beautiful.", + "seed": 10855, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_14/index_3319_seed_10855_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3090362729504704, + "vlm_logprob": -0.3090362729504704, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.3090362729504704, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5028915405273438 + ], + "opposite_logprob_tokens": [ + -0.2528916001319885 + ], + "logprob_reward": -1.5028915405273438, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5028915405273438, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0834813341498375, + 0.04318602755665779, + 0.17743176221847534, + 0.07906468212604523, + 0.07111597806215286, + 0.07588699460029602, + 0.17480425536632538, + 0.0899810716509819, + 0.10594259947538376, + 0.09910532087087631 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -1.5028915405273438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005980454385280609 + ], + "opposite_logprob_tokens": [ + -5.130980491638184 + ], + "logprob_reward": -0.005980454385280609, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005980454385280609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06706299632787704, + 0.027189860120415688, + 0.13183310627937317, + 0.06576085090637207, + 0.1797700673341751, + 0.05040004849433899, + 0.14960001409053802, + 0.06054660677909851, + 0.0950927883386612, + 0.17274367809295654 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.005980454385280609 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590364933013916 + ], + "opposite_logprob_tokens": [ + -3.895590305328369 + ], + "logprob_reward": -0.020590364933013916, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590364933013916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02921915240585804, + 0.01604202575981617, + 0.06526559591293335, + 0.02603023685514927, + 0.14815156161785126, + 0.0352507121860981, + 0.0533643402159214, + 0.07052657753229141, + 0.026347124949097633, + 0.529802680015564 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.020590364933013916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635303281247616 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635303281247616, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635303281247616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024925358593463898, + 0.018142739310860634, + 0.07858599722385406, + 0.04039814695715904, + 0.43767091631889343, + 0.038850508630275726, + 0.12307523190975189, + 0.04559194669127464, + 0.051370300352573395, + 0.14138886332511902 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.004635303281247616 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083701625466347 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083701625466347, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083701625466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07337407022714615, + 0.04351260885596275, + 0.11152227222919464, + 0.07991212606430054, + 0.21155987679958344, + 0.06567858159542084, + 0.093434639275074, + 0.07035627961158752, + 0.07999665290117264, + 0.1706528663635254 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.011083701625466347 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, almost reaching macro, the camera remains still, focused on a deep, nearly pitch-black void. Countless tiny ice crystals gleaming like diamonds and swirling, chilly white vapor, as if drawn by an invisible force, spiral and converge from all directions in an orderly, spiraling pattern. These elements first form a vague outline, then slowly begin to fill in and solidify into the delicate features of a young man. His short, silvery-white hair is as distinct as strands of ice. His long, slightly curled eyelashes, adorned with tiny, shimmering beads of ice, hang from his closed eyes. Most striking are the pair of dragon horns gracefully extending from his forehead. Composed entirely of translucent ice crystals, they seem to emanate a faint, mysterious, icy-blue glow. As the condensation progresses, the contours and textures of the horns become increasingly distinct. The ice crystals and vapor continue to cling to and fuse with his skin, gradually transforming from its initial hazy transparency into a white and textured complexion, like a flawless jade being meticulously carved. The entire condensation process is slow and solemn, and the light comes entirely from the refraction of the ice crystals themselves and the faint light inside the dragon's horns, creating a sacred, tranquil atmosphere full of the miracle of creation against the dark background. The picture is full of biting cold, yet breathtakingly beautiful.", + "seed": 10856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_14/index_3319_seed_10856_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08777501322329044, + "vlm_logprob": -0.08777501322329044, + "vlm_yes_no_margin": 3.724999988079071, + "vlm_token_credit": -0.08777501322329044, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3924008011817932 + ], + "opposite_logprob_tokens": [ + -1.1424007415771484 + ], + "logprob_reward": -0.3924008011817932, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3924008011817932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09453251212835312, + 0.11897594481706619, + 0.10640627890825272, + 0.27248895168304443, + 0.10272157937288284, + 0.11813783645629883, + 0.07065238803625107, + 0.02413530834019184, + 0.051337696611881256, + 0.040611498057842255 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.3924008011817932 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563489377498627 + ], + "opposite_logprob_tokens": [ + -4.387563705444336 + ], + "logprob_reward": -0.012563489377498627, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563489377498627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12418974936008453, + 0.05901925638318062, + 0.06577301025390625, + 0.3050205707550049, + 0.08535999059677124, + 0.08739825338125229, + 0.06745924800634384, + 0.04686613380908966, + 0.07995579391717911, + 0.07895803451538086 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.012563489377498627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201881363987923 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014201881363987923, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201881363987923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12924541532993317, + 0.06778191775083542, + 0.07686024159193039, + 0.1266271024942398, + 0.08108311146497726, + 0.09621161967515945, + 0.06323133409023285, + 0.02759365364909172, + 0.23813745379447937, + 0.09322817623615265 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.014201881363987923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069907806813717 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.011069907806813717, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069907806813717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06447708606719971, + 0.04823937639594078, + 0.04880809783935547, + 0.08414550870656967, + 0.07722311466932297, + 0.11990807205438614, + 0.24490277469158173, + 0.06463021785020828, + 0.20448914170265198, + 0.04317663237452507 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.011069907806813717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638986386358738 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638986386358738, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638986386358738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07444832473993301, + 0.06880811601877213, + 0.10922037065029144, + 0.16969171166419983, + 0.07790470123291016, + 0.10097701102495193, + 0.06796880066394806, + 0.10343731194734573, + 0.188727468252182, + 0.0388161763548851 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.008638986386358738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, almost reaching macro, the camera remains still, focused on a deep, nearly pitch-black void. Countless tiny ice crystals gleaming like diamonds and swirling, chilly white vapor, as if drawn by an invisible force, spiral and converge from all directions in an orderly, spiraling pattern. These elements first form a vague outline, then slowly begin to fill in and solidify into the delicate features of a young man. His short, silvery-white hair is as distinct as strands of ice. His long, slightly curled eyelashes, adorned with tiny, shimmering beads of ice, hang from his closed eyes. Most striking are the pair of dragon horns gracefully extending from his forehead. Composed entirely of translucent ice crystals, they seem to emanate a faint, mysterious, icy-blue glow. As the condensation progresses, the contours and textures of the horns become increasingly distinct. The ice crystals and vapor continue to cling to and fuse with his skin, gradually transforming from its initial hazy transparency into a white and textured complexion, like a flawless jade being meticulously carved. The entire condensation process is slow and solemn, and the light comes entirely from the refraction of the ice crystals themselves and the faint light inside the dragon's horns, creating a sacred, tranquil atmosphere full of the miracle of creation against the dark background. The picture is full of biting cold, yet breathtakingly beautiful.", + "seed": 10857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_14/index_3319_seed_10857_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02598766181617975, + "vlm_logprob": -0.02598766181617975, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.02598766181617975, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06657910346984863 + ], + "opposite_logprob_tokens": [ + -2.8165791034698486 + ], + "logprob_reward": -0.06657910346984863, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06657910346984863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04681696370244026, + 0.055155567824840546, + 0.041259460151195526, + 0.05143216997385025, + 0.08375853300094604, + 0.09878041595220566, + 0.4997425377368927, + 0.05145103111863136, + 0.03675573319196701, + 0.03484759107232094 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.06657910346984863 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331520989537239 + ], + "opposite_logprob_tokens": [ + -3.773315191268921 + ], + "logprob_reward": -0.02331520989537239, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331520989537239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12964226305484772, + 0.09072189778089523, + 0.1616598665714264, + 0.06518159061670303, + 0.11842258274555206, + 0.06489566713571548, + 0.27054548263549805, + 0.04275033622980118, + 0.021701820194721222, + 0.03447847068309784 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.02331520989537239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070596873760223 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070596873760223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070596873760223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20849354565143585, + 0.09537717700004578, + 0.11894924193620682, + 0.11820688098669052, + 0.11126614362001419, + 0.0874127596616745, + 0.13327188789844513, + 0.03291478753089905, + 0.04696793854236603, + 0.047139596194028854 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.016070596873760223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777394123375416 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777394123375416, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777394123375416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10438142716884613, + 0.18817777931690216, + 0.035287365317344666, + 0.06894006580114365, + 0.2765316963195801, + 0.09906552731990814, + 0.05598729848861694, + 0.038653358817100525, + 0.08769926428794861, + 0.04527624323964119 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.009777394123375416 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny ice crystals and swirling white vapor spiral and converge from all directions to form a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the young man have short silvery-white hair and long curled eyelashes adorned with tiny shimmering beads of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of dragon horns extend from the young man's forehead, composed of translucent ice crystals with a faint icy-blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the young man's skin texture transform from hazy transparency into a white, flawless jade-like complexion as the condensation progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196004718542099 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014196004718542099, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196004718542099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07849366962909698, + 0.13161011040210724, + 0.049660999327898026, + 0.07708821445703506, + 0.028313197195529938, + 0.05542756989598274, + 0.3927704095840454, + 0.05724484100937843, + 0.07897837460041046, + 0.05041259154677391 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.014196004718542099 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_15/index_tensor([4723, 4723])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_15/index_tensor([4723, 4723])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..af3ae2e461d389a4554965b5304ae363e6b4cd45 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_15/index_tensor([4723, 4723])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The first-person camera smoothly slides forward, perched mere centimeters above the surface of the calm, inky black underground river. A soft, focused light, like that from a headlamp, pierces the absolute darkness, illuminating the path ahead. This beam captures the shimmering, damp surface of the narrow cavern's walls, revealing the rough, dark rock textures and the slow, constant drip of water. Lush, deep-green, feathery mosses cling tenaciously to the rock walls, particularly Fontinalis antigenetica, their delicate leaves gently swaying in the subtle currents beneath the surface. The water's surface is a near-perfect mirror, disturbed only by the faintest ripples created by the camera's tranquil forward motion. These ripples reflect the focused light and the texture of the mossy walls in distorted, shimmering patterns. The steady, uninterrupted movement and limited, intimate lighting create a profound sense of solitude and an intimate, personal atmosphere of quiet discovery, immersing the viewer in the tranquil and mysterious beauty of the flowing darkness.", + "seed": 5742, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_15/index_4723_seed_5742_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015981705882586537, + "vlm_logprob": -0.015981705882586537, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.015981705882586537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0357045903801918 + ], + "opposite_logprob_tokens": [ + -3.5357046127319336 + ], + "logprob_reward": -0.0357045903801918, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0357045903801918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21137186884880066, + 0.3314269781112671, + 0.06398850679397583, + 0.05472780019044876, + 0.05878022685647011, + 0.04691354185342789, + 0.09177510440349579, + 0.03891739994287491, + 0.016221631318330765, + 0.08587697148323059 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0357045903801918 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011090893298387527 + ], + "opposite_logprob_tokens": [ + -4.5110907554626465 + ], + "logprob_reward": -0.011090893298387527, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011090893298387527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11314402520656586, + 0.2697990834712982, + 0.14606262743473053, + 0.13395297527313232, + 0.0890626534819603, + 0.03414449095726013, + 0.026130156591534615, + 0.057045888155698776, + 0.04112827405333519, + 0.08952980488538742 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.011090893298387527 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029811397194862366 + ], + "opposite_logprob_tokens": [ + -3.529811382293701 + ], + "logprob_reward": -0.029811397194862366, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029811397194862366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09096314758062363, + 0.11691861599683762, + 0.07499232888221741, + 0.14136181771755219, + 0.1579216718673706, + 0.1359279751777649, + 0.10997116565704346, + 0.07611087709665298, + 0.03089837357401848, + 0.06493406742811203 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.029811397194862366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002488137688487768 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.002488137688487768, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002488137688487768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1631152629852295, + 0.14117133617401123, + 0.07487297058105469, + 0.15436655282974243, + 0.14303505420684814, + 0.1369563639163971, + 0.07403931021690369, + 0.04524175822734833, + 0.03262300789356232, + 0.03457830846309662 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.002488137688487768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008135108510032296 + ], + "opposite_logprob_tokens": [ + -7.1258134841918945 + ], + "logprob_reward": -0.0008135108510032296, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008135108510032296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16136696934700012, + 0.23690642416477203, + 0.22157515585422516, + 0.05917724594473839, + 0.11614833772182465, + 0.041018448770046234, + 0.05656224489212036, + 0.03095504269003868, + 0.020441729575395584, + 0.055848415940999985 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0008135108510032296 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The first-person camera smoothly slides forward, perched mere centimeters above the surface of the calm, inky black underground river. A soft, focused light, like that from a headlamp, pierces the absolute darkness, illuminating the path ahead. This beam captures the shimmering, damp surface of the narrow cavern's walls, revealing the rough, dark rock textures and the slow, constant drip of water. Lush, deep-green, feathery mosses cling tenaciously to the rock walls, particularly Fontinalis antigenetica, their delicate leaves gently swaying in the subtle currents beneath the surface. The water's surface is a near-perfect mirror, disturbed only by the faintest ripples created by the camera's tranquil forward motion. These ripples reflect the focused light and the texture of the mossy walls in distorted, shimmering patterns. The steady, uninterrupted movement and limited, intimate lighting create a profound sense of solitude and an intimate, personal atmosphere of quiet discovery, immersing the viewer in the tranquil and mysterious beauty of the flowing darkness.", + "seed": 5743, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_15/index_4723_seed_5743_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010147834056988358, + "vlm_logprob": -0.010147834056988358, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.010147834056988358, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0182935893535614 + ], + "opposite_logprob_tokens": [ + -4.268293380737305 + ], + "logprob_reward": -0.0182935893535614, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0182935893535614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15197041630744934, + 0.10315066576004028, + 0.049938589334487915, + 0.027814077213406563, + 0.24864567816257477, + 0.11633823066949844, + 0.08535364270210266, + 0.05437665805220604, + 0.05869770422577858, + 0.10371433198451996 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0182935893535614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421363465487957 + ], + "opposite_logprob_tokens": [ + -4.264213562011719 + ], + "logprob_reward": -0.01421363465487957, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421363465487957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15202291309833527, + 0.046697765588760376, + 0.04199950024485588, + 0.04862082377076149, + 0.05497811734676361, + 0.03924638405442238, + 0.0894937515258789, + 0.23806323111057281, + 0.1469484567642212, + 0.1419290006160736 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.01421363465487957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549715116620064 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012549715116620064, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549715116620064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1301235407590866, + 0.1576818823814392, + 0.0855695903301239, + 0.045916736125946045, + 0.07255783677101135, + 0.04481447488069534, + 0.06646236032247543, + 0.1848549097776413, + 0.1578892022371292, + 0.05412951484322548 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.012549715116620064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639693535864353 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639693535864353, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639693535864353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16476605832576752, + 0.07811900973320007, + 0.052630677819252014, + 0.09859392046928406, + 0.1785256564617157, + 0.025326279923319817, + 0.054661788046360016, + 0.16929389536380768, + 0.07725724577903748, + 0.10082553327083588 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.004639693535864353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010425376240164042 + ], + "opposite_logprob_tokens": [ + -6.876042366027832 + ], + "logprob_reward": -0.0010425376240164042, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010425376240164042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19957856833934784, + 0.05903741344809532, + 0.043527912348508835, + 0.04740166664123535, + 0.06251103430986404, + 0.05041246861219406, + 0.10104295611381531, + 0.05864032730460167, + 0.06940353661775589, + 0.30844417214393616 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0010425376240164042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The first-person camera smoothly slides forward, perched mere centimeters above the surface of the calm, inky black underground river. A soft, focused light, like that from a headlamp, pierces the absolute darkness, illuminating the path ahead. This beam captures the shimmering, damp surface of the narrow cavern's walls, revealing the rough, dark rock textures and the slow, constant drip of water. Lush, deep-green, feathery mosses cling tenaciously to the rock walls, particularly Fontinalis antigenetica, their delicate leaves gently swaying in the subtle currents beneath the surface. The water's surface is a near-perfect mirror, disturbed only by the faintest ripples created by the camera's tranquil forward motion. These ripples reflect the focused light and the texture of the mossy walls in distorted, shimmering patterns. The steady, uninterrupted movement and limited, intimate lighting create a profound sense of solitude and an intimate, personal atmosphere of quiet discovery, immersing the viewer in the tranquil and mysterious beauty of the flowing darkness.", + "seed": 5744, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_15/index_4723_seed_5744_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.011122431582771241, + "vlm_logprob": -0.011122431582771241, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.011122431582771241, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009907830506563187 + ], + "opposite_logprob_tokens": [ + -5.3849077224731445 + ], + "logprob_reward": -0.009907830506563187, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.009907830506563187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1661834567785263, + 0.06802129745483398, + 0.0305292047560215, + 0.026001228019595146, + 0.07096293568611145, + 0.13814450800418854, + 0.08504847437143326, + 0.06138649210333824, + 0.19935289025306702, + 0.15436951816082 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.009907830506563187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365818455815315 + ], + "opposite_logprob_tokens": [ + -3.6513657569885254 + ], + "logprob_reward": -0.026365818455815315, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365818455815315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1570325344800949, + 0.06954366713762283, + 0.03238251805305481, + 0.03346032649278641, + 0.06551951915025711, + 0.07852067053318024, + 0.04960189759731293, + 0.04523628205060959, + 0.26694104075431824, + 0.20176151394844055 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.026365818455815315 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085351929068565 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.011085351929068565, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085351929068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15778762102127075, + 0.10135756433010101, + 0.055481474846601486, + 0.04575676843523979, + 0.03979400172829628, + 0.2295198142528534, + 0.009070233441889286, + 0.030870934948325157, + 0.182564377784729, + 0.14779724180698395 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.011085351929068565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738320458680391 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738320458680391, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738320458680391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22333961725234985, + 0.04717147722840309, + 0.043555211275815964, + 0.036217376589775085, + 0.08059906214475632, + 0.13146503269672394, + 0.07115194946527481, + 0.05973769724369049, + 0.13853560388088226, + 0.16822700202465057 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.006738320458680391 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015148365637287498 + ], + "opposite_logprob_tokens": [ + -6.501514911651611 + ], + "logprob_reward": -0.0015148365637287498, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015148365637287498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17093071341514587, + 0.021900510415434837, + 0.021198391914367676, + 0.02471298538148403, + 0.036970291286706924, + 0.12050524353981018, + 0.016443002969026566, + 0.12139357626438141, + 0.2436332255601883, + 0.22231201827526093 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0015148365637287498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The first-person camera smoothly slides forward, perched mere centimeters above the surface of the calm, inky black underground river. A soft, focused light, like that from a headlamp, pierces the absolute darkness, illuminating the path ahead. This beam captures the shimmering, damp surface of the narrow cavern's walls, revealing the rough, dark rock textures and the slow, constant drip of water. Lush, deep-green, feathery mosses cling tenaciously to the rock walls, particularly Fontinalis antigenetica, their delicate leaves gently swaying in the subtle currents beneath the surface. The water's surface is a near-perfect mirror, disturbed only by the faintest ripples created by the camera's tranquil forward motion. These ripples reflect the focused light and the texture of the mossy walls in distorted, shimmering patterns. The steady, uninterrupted movement and limited, intimate lighting create a profound sense of solitude and an intimate, personal atmosphere of quiet discovery, immersing the viewer in the tranquil and mysterious beauty of the flowing darkness.", + "seed": 5745, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_15/index_4723_seed_5745_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018205461301840843, + "vlm_logprob": -0.018205461301840843, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.018205461301840843, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05161139369010925 + ], + "opposite_logprob_tokens": [ + -3.1766114234924316 + ], + "logprob_reward": -0.05161139369010925, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05161139369010925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17029528319835663, + 0.11059635877609253, + 0.06289460510015488, + 0.10296755284070969, + 0.07774950563907623, + 0.10149387270212173, + 0.06789208948612213, + 0.025196773931384087, + 0.07382327318191528, + 0.2070906162261963 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.05161139369010925 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016091829165816307 + ], + "opposite_logprob_tokens": [ + -4.141091823577881 + ], + "logprob_reward": -0.016091829165816307, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016091829165816307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5044598579406738, + 0.06491582840681076, + 0.05447319895029068, + 0.10647209733724594, + 0.02725336328148842, + 0.03473914414644241, + 0.02988087199628353, + 0.022348739206790924, + 0.04143816977739334, + 0.11401871591806412 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.016091829165816307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819397695362568 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819397695362568, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819397695362568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10395516455173492, + 0.12121200561523438, + 0.0371374748647213, + 0.03438098728656769, + 0.094757579267025, + 0.06895513832569122, + 0.08388590067625046, + 0.09722042083740234, + 0.04235059767961502, + 0.3161446750164032 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.01819397695362568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616936504840851 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.003616936504840851, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616936504840851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1983577162027359, + 0.0993041917681694, + 0.03296945244073868, + 0.06205976754426956, + 0.06468004733324051, + 0.10617250204086304, + 0.0462581031024456, + 0.037887174636125565, + 0.0429082028567791, + 0.30940285325050354 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.003616936504840851 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned mere centimeters above the surface of a calm, inky black underground river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, focused light source (like a headlamp) visible that pierces the darkness and illuminates the path ahead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are lush, deep-green, feathery mosses (specifically Fontinalis antigenetica) visible clinging to the rough, dark rock walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water surface act as a near-perfect mirror reflecting the light and mossy walls, disturbed only by faint ripples from the forward motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001513170194812119 + ], + "opposite_logprob_tokens": [ + -6.5015130043029785 + ], + "logprob_reward": -0.001513170194812119, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001513170194812119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4761495292186737, + 0.07876282930374146, + 0.07160185277462006, + 0.060746628791093826, + 0.04808591678738594, + 0.02480236440896988, + 0.0413607619702816, + 0.03580654412508011, + 0.021328045055270195, + 0.1413554698228836 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.001513170194812119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_2/index_tensor([5439, 5439])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_2/index_tensor([5439, 5439])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b24daa7559fa2966ac3859982346d21580630b26 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_2/index_tensor([5439, 5439])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An exquisite macro lens, moving in an incredibly slow and smooth arc, circles an antique pocket watch resting on a dark, aged wooden table with distinct wood grain. The brass case of the watch, aged to a warm, deep patina, is engraved with an intricate and delicate pattern of vines, flowers, and leaves. Soft, warm afternoon light streams in from the side. As the lens slowly pans, the light gently flows across the watch's curved metal surface, capturing and reflecting each groove. These still patterns seem to come alive in a play of light and shadow, sometimes illuminating, sometimes fading into soft shadows. In the background, a few rays of sunlight filter through the window, creating soft shafts of light. Tiny dust particles floating in the air shimmer and glint in the light, making them clearly visible. The dominant colors of warm golds and dark browns create an atmosphere of profound tranquility, nostalgia, and a sense of healing, perfectly capturing the delicate and emotional portrayal of the beauty of old objects and the passage of time in Hayao Miyazaki's animations.", + "seed": 7646, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_2/index_5439_seed_7646_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.047165413433685896, + "vlm_logprob": -0.047165413433685896, + "vlm_yes_no_margin": 3.924999976158142, + "vlm_token_credit": -0.047165413433685896, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0033199451863765717 + ], + "opposite_logprob_tokens": [ + -5.87831974029541 + ], + "logprob_reward": -0.0033199451863765717, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0033199451863765717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25140702724456787, + 0.06031038984656334, + 0.06287398189306259, + 0.05757084861397743, + 0.05153262987732887, + 0.0338297113776207, + 0.13470645248889923, + 0.08773619681596756, + 0.20908910036087036, + 0.05094362795352936 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.0033199451863765717 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036258448380976915 + ], + "opposite_logprob_tokens": [ + -5.628625869750977 + ], + "logprob_reward": -0.0036258448380976915, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036258448380976915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2417980432510376, + 0.09646932780742645, + 0.07212535291910172, + 0.1358710080385208, + 0.020375724881887436, + 0.06296887993812561, + 0.07906950265169144, + 0.056971948593854904, + 0.12105852365493774, + 0.1132916659116745 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0036258448380976915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306522756814957 + ], + "opposite_logprob_tokens": [ + -3.168065309524536 + ], + "logprob_reward": -0.04306522756814957, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306522756814957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.333798885345459, + 0.06726410239934921, + 0.08081419765949249, + 0.06991269439458847, + 0.066014364361763, + 0.04385509714484215, + 0.09086465835571289, + 0.05001208931207657, + 0.06479547917842865, + 0.13266845047473907 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.04306522756814957 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043046385049819946 + ], + "opposite_logprob_tokens": [ + -3.168046474456787 + ], + "logprob_reward": -0.043046385049819946, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043046385049819946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3529543876647949, + 0.11523133516311646, + 0.06056009232997894, + 0.0805758535861969, + 0.0625252053141594, + 0.05203966051340103, + 0.042236216366291046, + 0.04654135927557945, + 0.09000767767429352, + 0.09732822328805923 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.043046385049819946 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276966452598572 + ], + "opposite_logprob_tokens": [ + -2.0177695751190186 + ], + "logprob_reward": -0.14276966452598572, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14276966452598572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5289819836616516, + 0.08990392833948135, + 0.04235382005572319, + 0.03512183949351311, + 0.043960753828287125, + 0.0368109866976738, + 0.055083151906728745, + 0.041392479091882706, + 0.06849370896816254, + 0.057897407561540604 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.14276966452598572 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An exquisite macro lens, moving in an incredibly slow and smooth arc, circles an antique pocket watch resting on a dark, aged wooden table with distinct wood grain. The brass case of the watch, aged to a warm, deep patina, is engraved with an intricate and delicate pattern of vines, flowers, and leaves. Soft, warm afternoon light streams in from the side. As the lens slowly pans, the light gently flows across the watch's curved metal surface, capturing and reflecting each groove. These still patterns seem to come alive in a play of light and shadow, sometimes illuminating, sometimes fading into soft shadows. In the background, a few rays of sunlight filter through the window, creating soft shafts of light. Tiny dust particles floating in the air shimmer and glint in the light, making them clearly visible. The dominant colors of warm golds and dark browns create an atmosphere of profound tranquility, nostalgia, and a sense of healing, perfectly capturing the delicate and emotional portrayal of the beauty of old objects and the passage of time in Hayao Miyazaki's animations.", + "seed": 7647, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_2/index_5439_seed_7647_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03876911234110594, + "vlm_logprob": -0.03876911234110594, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03876911234110594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001899701775982976 + ], + "opposite_logprob_tokens": [ + -6.501899719238281 + ], + "logprob_reward": -0.001899701775982976, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001899701775982976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07998563349246979, + 0.037589509040117264, + 0.028946295380592346, + 0.03871019929647446, + 0.022000398486852646, + 0.02163606695830822, + 0.48759400844573975, + 0.027074765413999557, + 0.20077238976955414, + 0.05569064989686012 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.001899701775982976 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028242485132068396 + ], + "opposite_logprob_tokens": [ + -5.877824306488037 + ], + "logprob_reward": -0.0028242485132068396, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028242485132068396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07424075156450272, + 0.02858169749379158, + 0.024144481867551804, + 0.04358402639627457, + 0.02996154874563217, + 0.015782169997692108, + 0.32551342248916626, + 0.015309139154851437, + 0.38024184107780457, + 0.06264093518257141 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.0028242485132068396 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038092710077762604 + ], + "opposite_logprob_tokens": [ + -3.288092613220215 + ], + "logprob_reward": -0.038092710077762604, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038092710077762604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1282167136669159, + 0.03917926922440529, + 0.022620655596256256, + 0.015223088674247265, + 0.016850782558321953, + 0.03250644728541374, + 0.42515242099761963, + 0.02307903580367565, + 0.23762990534305573, + 0.05954167619347572 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.038092710077762604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062025539577007294 + ], + "opposite_logprob_tokens": [ + -2.812025547027588 + ], + "logprob_reward": -0.062025539577007294, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062025539577007294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08796539902687073, + 0.02621438167989254, + 0.019331717863678932, + 0.023365911096334457, + 0.018437562510371208, + 0.033987998962402344, + 0.3820893466472626, + 0.021627958863973618, + 0.29071637988090515, + 0.0962633565068245 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.062025539577007294 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900336176156998 + ], + "opposite_logprob_tokens": [ + -2.464003324508667 + ], + "logprob_reward": -0.08900336176156998, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900336176156998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061415400356054306, + 0.02038506232202053, + 0.011035376228392124, + 0.005619939416646957, + 0.006018695421516895, + 0.013525359332561493, + 0.6206310391426086, + 0.02635043114423752, + 0.2148328423500061, + 0.020185893401503563 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.08900336176156998 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An exquisite macro lens, moving in an incredibly slow and smooth arc, circles an antique pocket watch resting on a dark, aged wooden table with distinct wood grain. The brass case of the watch, aged to a warm, deep patina, is engraved with an intricate and delicate pattern of vines, flowers, and leaves. Soft, warm afternoon light streams in from the side. As the lens slowly pans, the light gently flows across the watch's curved metal surface, capturing and reflecting each groove. These still patterns seem to come alive in a play of light and shadow, sometimes illuminating, sometimes fading into soft shadows. In the background, a few rays of sunlight filter through the window, creating soft shafts of light. Tiny dust particles floating in the air shimmer and glint in the light, making them clearly visible. The dominant colors of warm golds and dark browns create an atmosphere of profound tranquility, nostalgia, and a sense of healing, perfectly capturing the delicate and emotional portrayal of the beauty of old objects and the passage of time in Hayao Miyazaki's animations.", + "seed": 7648, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_2/index_5439_seed_7648_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02069814153946936, + "vlm_logprob": -0.02069814153946936, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.02069814153946936, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001899701775982976 + ], + "opposite_logprob_tokens": [ + -6.626899719238281 + ], + "logprob_reward": -0.001899701775982976, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001899701775982976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12055930495262146, + 0.07901041954755783, + 0.0719543844461441, + 0.062122344970703125, + 0.0626843124628067, + 0.15301916003227234, + 0.03060002811253071, + 0.08183885365724564, + 0.2547447979450226, + 0.08346639573574066 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.001899701775982976 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031989850103855133 + ], + "opposite_logprob_tokens": [ + -5.753199100494385 + ], + "logprob_reward": -0.0031989850103855133, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031989850103855133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3603958785533905, + 0.055882520973682404, + 0.07350582629442215, + 0.04862396419048309, + 0.11825986206531525, + 0.09253790974617004, + 0.04021969437599182, + 0.04941849783062935, + 0.06506117433309555, + 0.09609468281269073 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0031989850103855133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189294263720512 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189294263720512, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189294263720512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1745193749666214, + 0.18892841041088104, + 0.09283657371997833, + 0.10729212313890457, + 0.045538280159235, + 0.08211169391870499, + 0.04471637308597565, + 0.061091259121894836, + 0.09303564578294754, + 0.10993019491434097 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.018189294263720512 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181217834353447 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.018181217834353447, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181217834353447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14212675392627716, + 0.11363859474658966, + 0.0523686483502388, + 0.15087389945983887, + 0.055834028869867325, + 0.14032216370105743, + 0.07408292591571808, + 0.06502608209848404, + 0.0604158490896225, + 0.1453111171722412 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.018181217834353447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202150881290436 + ], + "opposite_logprob_tokens": [ + -2.812021493911743 + ], + "logprob_reward": -0.06202150881290436, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202150881290436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14693735539913177, + 0.09303252398967743, + 0.04524451121687889, + 0.06281697750091553, + 0.05920659005641937, + 0.0702342689037323, + 0.029235031455755234, + 0.1643095314502716, + 0.10679852962493896, + 0.22218464314937592 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.06202150881290436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An exquisite macro lens, moving in an incredibly slow and smooth arc, circles an antique pocket watch resting on a dark, aged wooden table with distinct wood grain. The brass case of the watch, aged to a warm, deep patina, is engraved with an intricate and delicate pattern of vines, flowers, and leaves. Soft, warm afternoon light streams in from the side. As the lens slowly pans, the light gently flows across the watch's curved metal surface, capturing and reflecting each groove. These still patterns seem to come alive in a play of light and shadow, sometimes illuminating, sometimes fading into soft shadows. In the background, a few rays of sunlight filter through the window, creating soft shafts of light. Tiny dust particles floating in the air shimmer and glint in the light, making them clearly visible. The dominant colors of warm golds and dark browns create an atmosphere of profound tranquility, nostalgia, and a sense of healing, perfectly capturing the delicate and emotional portrayal of the beauty of old objects and the passage of time in Hayao Miyazaki's animations.", + "seed": 7649, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_2/index_5439_seed_7649_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03301607859320939, + "vlm_logprob": -0.03301607859320939, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03301607859320939, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032127690501511097 + ], + "opposite_logprob_tokens": [ + -5.878212928771973 + ], + "logprob_reward": -0.0032127690501511097, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0032127690501511097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47420385479927063, + 0.0880378782749176, + 0.08484994620084763, + 0.07981781661510468, + 0.05038761720061302, + 0.023526737466454506, + 0.024957159534096718, + 0.07172918319702148, + 0.050451476126909256, + 0.05203823745250702 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0032127690501511097 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036241819616407156 + ], + "opposite_logprob_tokens": [ + -5.628623962402344 + ], + "logprob_reward": -0.0036241819616407156, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036241819616407156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26753556728363037, + 0.05385122448205948, + 0.031575288623571396, + 0.08758089691400528, + 0.07543376088142395, + 0.0760488361120224, + 0.04318448156118393, + 0.07115720212459564, + 0.1583048403263092, + 0.13532792031764984 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0036241819616407156 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486559122800827 + ], + "opposite_logprob_tokens": [ + -3.0486559867858887 + ], + "logprob_reward": -0.0486559122800827, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486559122800827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45165666937828064, + 0.11845752596855164, + 0.04485602676868439, + 0.07397983968257904, + 0.08161602914333344, + 0.0833074301481247, + 0.02336854301393032, + 0.04898253083229065, + 0.03511996567249298, + 0.03865540400147438 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0486559122800827 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574131980538368 + ], + "opposite_logprob_tokens": [ + -3.8955740928649902 + ], + "logprob_reward": -0.020574131980538368, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574131980538368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31507813930511475, + 0.030939755961298943, + 0.06610526889562607, + 0.05483286455273628, + 0.06951414048671722, + 0.14092577993869781, + 0.12197137624025345, + 0.02970477193593979, + 0.0779949203133583, + 0.09293300658464432 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.020574131980538368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an antique pocket watch with a brass case visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pocket watch resting on a dark, aged wooden table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brass case of the watch engraved with a pattern of vines, flowers, and leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, smooth arc circling the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible floating in the air and shimmering in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901339769363403 + ], + "opposite_logprob_tokens": [ + -2.4640133380889893 + ], + "logprob_reward": -0.08901339769363403, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901339769363403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2714153826236725, + 0.20369921624660492, + 0.18185827136039734, + 0.028435304760932922, + 0.03534901142120361, + 0.06264689564704895, + 0.042891331017017365, + 0.052458494901657104, + 0.08188629150390625, + 0.03935988247394562 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.08901339769363403 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_3/index_tensor([7721, 7721])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_3/index_tensor([7721, 7721])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..89359040e8dcc593355e1cc2c872161d0e7ff1e9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_3/index_tensor([7721, 7721])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, steady shot, shot from an extremely low angle, zooms in to focus on a tiger perched atop a rugged, snow-covered rocky mountain. The tiger is enormous, its thick, pristine white fur trembling in the biting wind. Beneath its fur lies a well-defined, powerful muscle mass, its limbs firmly rooted to the rock. Against the backdrop of a vast, harsh winter sky, it thrusts its massive head back, its maw gaping to its fullest, its dagger-sharp canines gleaming coldly against the deep indigo of predawn. With a roar that ripples from its chest, a thick, scorching white cloud erupts from its mouth, condensing, swirling, and rising, visible in the freezing air. The faint golden light of the rising sun had just touched the distant ridge, casting a soft golden halo on the edges of its snow-white fur, and the roar seemed to make the entire mountaintop tremble slightly, creating a primitive, majestic and awe-inspiring atmosphere.", + "seed": 23606, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_3/index_7721_seed_23606_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5261506121605635, + "vlm_logprob": -0.5261506121605635, + "vlm_yes_no_margin": 1.425, + "vlm_token_credit": -0.5261506121605635, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1552153825759888 + ], + "opposite_logprob_tokens": [ + -0.40521538257598877 + ], + "logprob_reward": -1.1552153825759888, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1552153825759888, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28432005643844604, + 0.17066434025764465, + 0.12541291117668152, + 0.04763181135058403, + 0.04811042919754982, + 0.1455039530992508, + 0.06652702391147614, + 0.05222116410732269, + 0.033428218215703964, + 0.026180105283856392 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -1.1552153825759888 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07012217491865158 + ], + "opposite_logprob_tokens": [ + -2.695122241973877 + ], + "logprob_reward": -0.07012217491865158, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07012217491865158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06511517614126205, + 0.1602761149406433, + 0.11242679506540298, + 0.047888562083244324, + 0.062609001994133, + 0.28133004903793335, + 0.15494650602340698, + 0.06902336329221725, + 0.031556639820337296, + 0.014827757142484188 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.07012217491865158 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313516616821289 + ], + "opposite_logprob_tokens": [ + -0.31351661682128906 + ], + "logprob_reward": -1.313516616821289, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313516616821289, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21392418444156647, + 0.08025918155908585, + 0.22337710857391357, + 0.052237316966056824, + 0.17875024676322937, + 0.014959433116018772, + 0.1290172040462494, + 0.06513004750013351, + 0.016447709873318672, + 0.025897512212395668 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -1.313516616821289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983233891427517 + ], + "opposite_logprob_tokens": [ + -3.529832363128662 + ], + "logprob_reward": -0.02983233891427517, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983233891427517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10605141520500183, + 0.08039528876543045, + 0.18576598167419434, + 0.034254275262355804, + 0.15164580941200256, + 0.08105141669511795, + 0.13409487903118134, + 0.07131318747997284, + 0.09511063247919083, + 0.06031717360019684 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.02983233891427517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206654757261276 + ], + "opposite_logprob_tokens": [ + -2.8120665550231934 + ], + "logprob_reward": -0.06206654757261276, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206654757261276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1933324933052063, + 0.14350402355194092, + 0.1008850485086441, + 0.03320052847266197, + 0.07505368441343307, + 0.021804675459861755, + 0.1156950294971466, + 0.07658114284276962, + 0.18229587376117706, + 0.05764750391244888 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.06206654757261276 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, steady shot, shot from an extremely low angle, zooms in to focus on a tiger perched atop a rugged, snow-covered rocky mountain. The tiger is enormous, its thick, pristine white fur trembling in the biting wind. Beneath its fur lies a well-defined, powerful muscle mass, its limbs firmly rooted to the rock. Against the backdrop of a vast, harsh winter sky, it thrusts its massive head back, its maw gaping to its fullest, its dagger-sharp canines gleaming coldly against the deep indigo of predawn. With a roar that ripples from its chest, a thick, scorching white cloud erupts from its mouth, condensing, swirling, and rising, visible in the freezing air. The faint golden light of the rising sun had just touched the distant ridge, casting a soft golden halo on the edges of its snow-white fur, and the roar seemed to make the entire mountaintop tremble slightly, creating a primitive, majestic and awe-inspiring atmosphere.", + "seed": 23607, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_3/index_7721_seed_23607_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13800566252321006, + "vlm_logprob": -0.13800566252321006, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.13800566252321006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.602471113204956 + ], + "opposite_logprob_tokens": [ + -0.852471113204956 + ], + "logprob_reward": -0.602471113204956, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.602471113204956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1610589325428009, + 0.12454431504011154, + 0.10744129866361618, + 0.09233773499727249, + 0.07243335992097855, + 0.059897881001234055, + 0.10276244580745697, + 0.05189087241888046, + 0.0730036124587059, + 0.15462954342365265 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.602471113204956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014284618198871613 + ], + "opposite_logprob_tokens": [ + -4.264284610748291 + ], + "logprob_reward": -0.014284618198871613, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014284618198871613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09461059421300888, + 0.07085922360420227, + 0.13111719489097595, + 0.07845763862133026, + 0.04994169622659683, + 0.08134455233812332, + 0.27356842160224915, + 0.15366536378860474, + 0.04642295837402344, + 0.02001235820353031 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.014284618198871613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207091733813286 + ], + "opposite_logprob_tokens": [ + -2.812070846557617 + ], + "logprob_reward": -0.06207091733813286, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207091733813286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034379780292510986, + 0.09524606168270111, + 0.05643046647310257, + 0.04953054338693619, + 0.049834996461868286, + 0.06661541014909744, + 0.3264741599559784, + 0.030330637469887733, + 0.25492197275161743, + 0.0362359955906868 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.06207091733813286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257115233689547 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257115233689547, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257115233689547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0660945251584053, + 0.03687209635972977, + 0.06834275275468826, + 0.05334073677659035, + 0.03945957496762276, + 0.028004178777337074, + 0.08766999840736389, + 0.11120401322841644, + 0.031894952058792114, + 0.4771171808242798 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.005257115233689547 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944548640400171 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944548640400171, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944548640400171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03953230381011963, + 0.06502426415681839, + 0.04838699474930763, + 0.020281745120882988, + 0.045822445303201675, + 0.03188873082399368, + 0.06528172641992569, + 0.31477537751197815, + 0.1729578673839569, + 0.1960485726594925 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.005944548640400171 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, steady shot, shot from an extremely low angle, zooms in to focus on a tiger perched atop a rugged, snow-covered rocky mountain. The tiger is enormous, its thick, pristine white fur trembling in the biting wind. Beneath its fur lies a well-defined, powerful muscle mass, its limbs firmly rooted to the rock. Against the backdrop of a vast, harsh winter sky, it thrusts its massive head back, its maw gaping to its fullest, its dagger-sharp canines gleaming coldly against the deep indigo of predawn. With a roar that ripples from its chest, a thick, scorching white cloud erupts from its mouth, condensing, swirling, and rising, visible in the freezing air. The faint golden light of the rising sun had just touched the distant ridge, casting a soft golden halo on the edges of its snow-white fur, and the roar seemed to make the entire mountaintop tremble slightly, creating a primitive, majestic and awe-inspiring atmosphere.", + "seed": 23608, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_3/index_7721_seed_23608_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12488760817795992, + "vlm_logprob": -0.12488760817795992, + "vlm_yes_no_margin": 3.3499999761581423, + "vlm_token_credit": -0.12488760817795992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.44907572865486145 + ], + "opposite_logprob_tokens": [ + -1.074075698852539 + ], + "logprob_reward": -0.44907572865486145, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.44907572865486145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11410867422819138, + 0.03646746650338173, + 0.016214223578572273, + 0.028353901579976082, + 0.11885548382997513, + 0.4653991460800171, + 0.06387179344892502, + 0.030515845865011215, + 0.06368711590766907, + 0.0625264123082161 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.44907572865486145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381801500916481 + ], + "opposite_logprob_tokens": [ + -3.288180112838745 + ], + "logprob_reward": -0.0381801500916481, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381801500916481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04398589953780174, + 0.042368434369564056, + 0.01486402377486229, + 0.030303291976451874, + 0.1099403128027916, + 0.6054622530937195, + 0.03826988860964775, + 0.02347695454955101, + 0.011963525786995888, + 0.07936540991067886 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.0381801500916481 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270669549703598 + ], + "opposite_logprob_tokens": [ + -2.1270668506622314 + ], + "logprob_reward": -0.1270669549703598, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270669549703598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0892561823129654, + 0.05375584214925766, + 0.2940201461315155, + 0.024502962827682495, + 0.032684002071619034, + 0.12386663258075714, + 0.04347073286771774, + 0.1597691774368286, + 0.07506996393203735, + 0.1036042794585228 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.1270669549703598 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024906350299715996 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024906350299715996, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024906350299715996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10113504528999329, + 0.04438294470310211, + 0.024349253624677658, + 0.061247557401657104, + 0.13020707666873932, + 0.2584480345249176, + 0.14645297825336456, + 0.0709482729434967, + 0.1025727242231369, + 0.06025617569684982 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.0024906350299715996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624572142958641 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624572142958641, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624572142958641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07639744877815247, + 0.04404890164732933, + 0.031011857092380524, + 0.03307142108678818, + 0.10791269689798355, + 0.09619016200304031, + 0.06590314209461212, + 0.19497127830982208, + 0.10478592664003372, + 0.2457071840763092 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.007624572142958641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, steady shot, shot from an extremely low angle, zooms in to focus on a tiger perched atop a rugged, snow-covered rocky mountain. The tiger is enormous, its thick, pristine white fur trembling in the biting wind. Beneath its fur lies a well-defined, powerful muscle mass, its limbs firmly rooted to the rock. Against the backdrop of a vast, harsh winter sky, it thrusts its massive head back, its maw gaping to its fullest, its dagger-sharp canines gleaming coldly against the deep indigo of predawn. With a roar that ripples from its chest, a thick, scorching white cloud erupts from its mouth, condensing, swirling, and rising, visible in the freezing air. The faint golden light of the rising sun had just touched the distant ridge, casting a soft golden halo on the edges of its snow-white fur, and the roar seemed to make the entire mountaintop tremble slightly, creating a primitive, majestic and awe-inspiring atmosphere.", + "seed": 23609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_3/index_7721_seed_23609_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10790869686752558, + "vlm_logprob": -0.10790869686752558, + "vlm_yes_no_margin": 3.0249999523162843, + "vlm_token_credit": -0.10790869686752558, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26725631952285767 + ], + "opposite_logprob_tokens": [ + -1.517256259918213 + ], + "logprob_reward": -0.26725631952285767, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26725631952285767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031740620732307434, + 0.01251386757940054, + 0.028339948505163193, + 0.1230444461107254, + 0.022069748491048813, + 0.03926195204257965, + 0.017241831868886948, + 0.003772048745304346, + 0.01886705309152603, + 0.7031484842300415 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.26725631952285767 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014264756813645363 + ], + "opposite_logprob_tokens": [ + -4.2642645835876465 + ], + "logprob_reward": -0.014264756813645363, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014264756813645363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010991115123033524, + 0.008974403142929077, + 0.0039293160662055016, + 0.0055686612613499165, + 0.005171371158212423, + 0.07663550972938538, + 0.0029797861352562904, + 0.0047548976726830006, + 0.01790780760347843, + 0.8630872368812561 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.014264756813645363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22563649713993073 + ], + "opposite_logprob_tokens": [ + -1.6006364822387695 + ], + "logprob_reward": -0.22563649713993073, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22563649713993073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021904094144701958, + 0.0061745671555399895, + 0.006674273870885372, + 0.017455127090215683, + 0.004580226726830006, + 0.02441755309700966, + 0.009077095426619053, + 0.006162378005683422, + 0.010497482493519783, + 0.8930572867393494 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.22563649713993073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202469028532505 + ], + "opposite_logprob_tokens": [ + -4.26420259475708 + ], + "logprob_reward": -0.014202469028532505, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202469028532505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0062323142774403095, + 0.002758320653811097, + 0.0034600445069372654, + 0.006140469573438168, + 0.002346502151340246, + 0.0053933910094201565, + 0.006620732136070728, + 0.00356507976539433, + 0.014238839037716389, + 0.9492442607879639 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.014202469028532505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in to focus on a tiger perched atop a rugged, snow-covered rocky mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur thick, pristine white, and trembling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger thrust its massive head back with a gaping maw showing dagger-sharp canines against a deep indigo sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, scorching white cloud visible erupting from the tiger's mouth and rising into the freezing air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818344183266163 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.01818344183266163, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818344183266163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.002200094051659107, + 0.001755674951709807, + 0.0012943922774866223, + 0.001963888993486762, + 0.0011544575681909919, + 0.010362961329519749, + 0.005762066226452589, + 0.001299325842410326, + 0.002265982562676072, + 0.9719411730766296 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.01818344183266163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_4/index_tensor([9577, 9577])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_4/index_tensor([9577, 9577])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0548163ef90d03fedcc32259846c13923ff08133 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_4/index_tensor([9577, 9577])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, low-angle, long shot, captured at an incredibly smooth high frame rate, captures a scene imbued with devastating beauty: a grand yet dilapidated Marquis's mansion, rendered in Gothic style, stands alone in the center of a fierce storm. The sky is swallowed by thick, swirling clouds, and torrential rain lashes the mansion's sharp towers and broken buttresses, leaving them jagged silhouettes against the gloomy sky. Amidst this murky chaos, a blinding flash of pale lightning streaks across the sky without warning, instantly ripping the entire scene from darkness. In this brief and intense illumination, every detail of the mansion was clearly frozen: the rain shimmered with a strange luster on the twisted vines tightly wrapped around the mottled stone walls; the broken stained glass windows revealed the emptiness and darkness inside, and their sharp edges reflected a cold light; the wind was howling in a visible form, sweeping broken tiles, dead leaves and stone chips into the air, forming a chaotic vortex, and the movement trajectory and rough texture of each piece of rubble were vivid in this solidified moment, and then this doomsday scene was thrown back into the deep darkness, leaving only the aftermath of thunder and a shuddering magnificence.", + "seed": 1666, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_4/index_9577_seed_1666_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016946456511504948, + "vlm_logprob": -0.016946456511504948, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.016946456511504948, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013803249457851052 + ], + "opposite_logprob_tokens": [ + -6.876380443572998 + ], + "logprob_reward": -0.0013803249457851052, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0013803249457851052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11027199029922485, + 0.11682705581188202, + 0.23796553909778595, + 0.07780835777521133, + 0.08696305006742477, + 0.03684405982494354, + 0.1575510948896408, + 0.03831587731838226, + 0.08176752924919128, + 0.05568540841341019 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.0013803249457851052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607399806380272 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607399806380272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607399806380272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06859775632619858, + 0.16746021807193756, + 0.5340321063995361, + 0.04669846594333649, + 0.0319887176156044, + 0.03577500954270363, + 0.016543449833989143, + 0.024612529203295708, + 0.019656585529446602, + 0.05463513731956482 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.01607399806380272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291917517781258 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291917517781258, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291917517781258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10084132850170135, + 0.2223224639892578, + 0.196284219622612, + 0.07407999783754349, + 0.042129240930080414, + 0.05598333850502968, + 0.11632458865642548, + 0.026912270113825798, + 0.11219962686300278, + 0.05292295664548874 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.023291917517781258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979450300335884 + ], + "opposite_logprob_tokens": [ + -3.529794454574585 + ], + "logprob_reward": -0.02979450300335884, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979450300335884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09694186598062515, + 0.09425987303256989, + 0.485572874546051, + 0.07974841445684433, + 0.05962415412068367, + 0.017332900315523148, + 0.06482016295194626, + 0.022827744483947754, + 0.029786309227347374, + 0.04908575862646103 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02979450300335884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191539026796818 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191539026796818, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191539026796818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26492437720298767, + 0.052339449524879456, + 0.33800530433654785, + 0.07304256409406662, + 0.05590621754527092, + 0.042149558663368225, + 0.043275926262140274, + 0.035170793533325195, + 0.03175772726535797, + 0.06342814862728119 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.014191539026796818 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, long shot, captured at an incredibly smooth high frame rate, captures a scene imbued with devastating beauty: a grand yet dilapidated Marquis's mansion, rendered in Gothic style, stands alone in the center of a fierce storm. The sky is swallowed by thick, swirling clouds, and torrential rain lashes the mansion's sharp towers and broken buttresses, leaving them jagged silhouettes against the gloomy sky. Amidst this murky chaos, a blinding flash of pale lightning streaks across the sky without warning, instantly ripping the entire scene from darkness. In this brief and intense illumination, every detail of the mansion was clearly frozen: the rain shimmered with a strange luster on the twisted vines tightly wrapped around the mottled stone walls; the broken stained glass windows revealed the emptiness and darkness inside, and their sharp edges reflected a cold light; the wind was howling in a visible form, sweeping broken tiles, dead leaves and stone chips into the air, forming a chaotic vortex, and the movement trajectory and rough texture of each piece of rubble were vivid in this solidified moment, and then this doomsday scene was thrown back into the deep darkness, leaving only the aftermath of thunder and a shuddering magnificence.", + "seed": 1667, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_4/index_9577_seed_1667_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05136691932566464, + "vlm_logprob": -0.05136691932566464, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.05136691932566464, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036256073508411646 + ], + "opposite_logprob_tokens": [ + -5.753625392913818 + ], + "logprob_reward": -0.0036256073508411646, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0036256073508411646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20601557195186615, + 0.11743208020925522, + 0.10516120493412018, + 0.058936841785907745, + 0.13461020588874817, + 0.050167396664619446, + 0.07695826888084412, + 0.07318104058504105, + 0.08720985054969788, + 0.09032753854990005 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0036256073508411646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015378773212433 + ], + "opposite_logprob_tokens": [ + -1.701537847518921 + ], + "logprob_reward": -0.2015378773212433, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015378773212433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.134649857878685, + 0.12584708631038666, + 0.07890987396240234, + 0.10885554552078247, + 0.043562695384025574, + 0.05508163943886757, + 0.06608724594116211, + 0.12772715091705322, + 0.10670432448387146, + 0.1525745838880539 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.2015378773212433 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200941659510136 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014200941659510136, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200941659510136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05484248697757721, + 0.05082423985004425, + 0.07704120129346848, + 0.023293975740671158, + 0.02310582809150219, + 0.0707957074046135, + 0.05194031074643135, + 0.18847167491912842, + 0.35846656560897827, + 0.10121801495552063 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.014200941659510136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023279571905732155 + ], + "opposite_logprob_tokens": [ + -3.7732796669006348 + ], + "logprob_reward": -0.023279571905732155, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023279571905732155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10793564468622208, + 0.0894659012556076, + 0.1424086093902588, + 0.03497743234038353, + 0.048373766243457794, + 0.09326212108135223, + 0.06267184019088745, + 0.10925590246915817, + 0.10610545426607132, + 0.20554332435131073 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.023279571905732155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190598390996456 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190598390996456, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190598390996456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06502202898263931, + 0.05481253191828728, + 0.17351984977722168, + 0.08532284200191498, + 0.03132561594247818, + 0.03174040466547012, + 0.059868186712265015, + 0.04033207520842552, + 0.21840661764144897, + 0.23964987695217133 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.014190598390996456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, long shot, captured at an incredibly smooth high frame rate, captures a scene imbued with devastating beauty: a grand yet dilapidated Marquis's mansion, rendered in Gothic style, stands alone in the center of a fierce storm. The sky is swallowed by thick, swirling clouds, and torrential rain lashes the mansion's sharp towers and broken buttresses, leaving them jagged silhouettes against the gloomy sky. Amidst this murky chaos, a blinding flash of pale lightning streaks across the sky without warning, instantly ripping the entire scene from darkness. In this brief and intense illumination, every detail of the mansion was clearly frozen: the rain shimmered with a strange luster on the twisted vines tightly wrapped around the mottled stone walls; the broken stained glass windows revealed the emptiness and darkness inside, and their sharp edges reflected a cold light; the wind was howling in a visible form, sweeping broken tiles, dead leaves and stone chips into the air, forming a chaotic vortex, and the movement trajectory and rough texture of each piece of rubble were vivid in this solidified moment, and then this doomsday scene was thrown back into the deep darkness, leaving only the aftermath of thunder and a shuddering magnificence.", + "seed": 1668, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_4/index_9577_seed_1668_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02268307050690055, + "vlm_logprob": -0.02268307050690055, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.02268307050690055, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0029806732200086117 + ], + "opposite_logprob_tokens": [ + -6.002980709075928 + ], + "logprob_reward": -0.0029806732200086117, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0029806732200086117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08966279029846191, + 0.6945685744285583, + 0.027827296406030655, + 0.018564121797680855, + 0.016607381403446198, + 0.016145620495080948, + 0.012069005519151688, + 0.03644583001732826, + 0.05226915329694748, + 0.0358402356505394 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0029806732200086117 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370305523276329 + ], + "opposite_logprob_tokens": [ + -3.408703088760376 + ], + "logprob_reward": -0.03370305523276329, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370305523276329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12825877964496613, + 0.6356425881385803, + 0.030819574370980263, + 0.05053603649139404, + 0.02556176669895649, + 0.020764295011758804, + 0.018110977485775948, + 0.029143303632736206, + 0.041330836713314056, + 0.019831804558634758 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.03370305523276329 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058872953057289 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058872953057289, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058872953057289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04132072255015373, + 0.7370249629020691, + 0.014851035550236702, + 0.008175584487617016, + 0.01490400917828083, + 0.01383220124989748, + 0.018981298431754112, + 0.03859880194067955, + 0.09078806638717651, + 0.02152329497039318 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.02058872953057289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979751117527485 + ], + "opposite_logprob_tokens": [ + -3.5297975540161133 + ], + "logprob_reward": -0.02979751117527485, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979751117527485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17729729413986206, + 0.5576678514480591, + 0.016888320446014404, + 0.022324098274111748, + 0.02086801268160343, + 0.016610996797680855, + 0.014928709715604782, + 0.1101783961057663, + 0.03566891700029373, + 0.02756734937429428 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.02979751117527485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345383375883102 + ], + "opposite_logprob_tokens": [ + -3.6513454914093018 + ], + "logprob_reward": -0.026345383375883102, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345383375883102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05859621241688728, + 0.8528724908828735, + 0.01100222673267126, + 0.004594131372869015, + 0.005319120362401009, + 0.005173853132873774, + 0.013764570467174053, + 0.014195536263287067, + 0.01988189108669758, + 0.014599942602217197 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.026345383375883102 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, long shot, captured at an incredibly smooth high frame rate, captures a scene imbued with devastating beauty: a grand yet dilapidated Marquis's mansion, rendered in Gothic style, stands alone in the center of a fierce storm. The sky is swallowed by thick, swirling clouds, and torrential rain lashes the mansion's sharp towers and broken buttresses, leaving them jagged silhouettes against the gloomy sky. Amidst this murky chaos, a blinding flash of pale lightning streaks across the sky without warning, instantly ripping the entire scene from darkness. In this brief and intense illumination, every detail of the mansion was clearly frozen: the rain shimmered with a strange luster on the twisted vines tightly wrapped around the mottled stone walls; the broken stained glass windows revealed the emptiness and darkness inside, and their sharp edges reflected a cold light; the wind was howling in a visible form, sweeping broken tiles, dead leaves and stone chips into the air, forming a chaotic vortex, and the movement trajectory and rough texture of each piece of rubble were vivid in this solidified moment, and then this doomsday scene was thrown back into the deep darkness, leaving only the aftermath of thunder and a shuddering magnificence.", + "seed": 1669, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_4/index_9577_seed_1669_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.046021627448499206, + "vlm_logprob": -0.046021627448499206, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.046021627448499206, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002980791963636875 + ], + "opposite_logprob_tokens": [ + -6.002980709075928 + ], + "logprob_reward": -0.002980791963636875, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002980791963636875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1069415807723999, + 0.045326173305511475, + 0.09232550114393234, + 0.10289845615625381, + 0.04852959141135216, + 0.03198166564106941, + 0.18023709952831268, + 0.27261778712272644, + 0.07634417712688446, + 0.042797964066267014 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.002980791963636875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305974766612053 + ], + "opposite_logprob_tokens": [ + -3.168059825897217 + ], + "logprob_reward": -0.04305974766612053, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305974766612053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1824081987142563, + 0.03665768355131149, + 0.018698744475841522, + 0.03504679352045059, + 0.02950984612107277, + 0.02441338822245598, + 0.3694790303707123, + 0.2466008961200714, + 0.03959165886044502, + 0.017593730241060257 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.04305974766612053 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897578179836273 + ], + "opposite_logprob_tokens": [ + -2.5789756774902344 + ], + "logprob_reward": -0.07897578179836273, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897578179836273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06559421122074127, + 0.026227138936519623, + 0.04412737488746643, + 0.041127223521471024, + 0.021600374951958656, + 0.03373922407627106, + 0.27602577209472656, + 0.4435788691043854, + 0.034268200397491455, + 0.013711671344935894 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.07897578179836273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902943134307861 + ], + "opposite_logprob_tokens": [ + -2.464029312133789 + ], + "logprob_reward": -0.08902943134307861, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902943134307861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18682356178760529, + 0.048408687114715576, + 0.035819657146930695, + 0.04064377769827843, + 0.046972278505563736, + 0.0653899610042572, + 0.09544029831886292, + 0.4221367835998535, + 0.033035293221473694, + 0.02532968297600746 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.08902943134307861 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a grand yet dilapidated mansion rendered in Gothic style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mansion located alone in the center of a fierce storm with thick swirling clouds and torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a blinding flash of pale lightning that illuminates the mansion's details like twisted vines and broken stained glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible wind effects shown as a chaotic vortex sweeping broken tiles, dead leaves, and stone chips into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, low-angle long shot captured at a smooth high frame rate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062384471297264 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062384471297264, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062384471297264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028437990695238113, + 0.017613643780350685, + 0.025357652455568314, + 0.012424645945429802, + 0.022735219448804855, + 0.02154841460287571, + 0.4982696771621704, + 0.33469533920288086, + 0.014945175498723984, + 0.023972228169441223 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.016062384471297264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_5/index_tensor([364, 364])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_5/index_tensor([364, 364])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8289c5054bb9dd4693360920efaecc1c0ad4acaf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_5/index_tensor([364, 364])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fluid, full-body tracking shot from a horizontal angle captures a surreal dreamscape. Against a molten, candy-colored sky, vast swathes of soft pink, lavender, and creamy orange blend like flowing liquid watercolor, providing the scene's sole diffuse light source. A figure, gliding deftly on a pair of vintage white roller skates, blasts of bright neon flames—one electric pink, one turquoise—leaving behind them a fleeting, dazzling trail of light. Clad in a lightweight, iridescent windbreaker and dark leggings, the figure weaves with balletic grace among countless massive, translucent, floating crystals. Leaning sideways, they steadily and deliberately maneuver around a massive, slowly rotating crystal reflecting the colors of the sky, then glide effortlessly beneath another suspended cluster of quartz, their movements smooth and precise. The neon flames bounce and dance on the crystal's geometric facets, creating a kaleidoscopic display of dynamic light and shadow. There is no visible ground in the entire scene, and the figures seem to be gliding on an invisible mirror reflecting the sky, creating a dreamlike atmosphere of weightlessness, absurdity, and tranquility.", + "seed": 23846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_5/index_364_seed_23846_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021564642246812583, + "vlm_logprob": -0.021564642246812583, + "vlm_yes_no_margin": 4.3249999523162845, + "vlm_token_credit": -0.021564642246812583, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.058107685297727585 + ], + "opposite_logprob_tokens": [ + -2.933107614517212 + ], + "logprob_reward": -0.058107685297727585, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.058107685297727585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13859212398529053, + 0.27439749240875244, + 0.027450913563370705, + 0.06222439929842949, + 0.01955658197402954, + 0.008152305148541927, + 0.38992828130722046, + 0.022521398961544037, + 0.04600721225142479, + 0.01116930227726698 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.058107685297727585 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036214501596987247 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.0036214501596987247, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036214501596987247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11529676616191864, + 0.26328185200691223, + 0.054262664169073105, + 0.43256300687789917, + 0.019826041534543037, + 0.029673615470528603, + 0.029886258766055107, + 0.02116377279162407, + 0.024430574849247932, + 0.009615384973585606 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0036214501596987247 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280387744307518 + ], + "opposite_logprob_tokens": [ + -3.773280382156372 + ], + "logprob_reward": -0.023280387744307518, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280387744307518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41175422072410583, + 0.12757359445095062, + 0.07959495484828949, + 0.10239725559949875, + 0.055084895342588425, + 0.03785102441906929, + 0.06041466072201729, + 0.03576480224728584, + 0.053749509155750275, + 0.03581511229276657 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.023280387744307518 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633641801774502 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633641801774502, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633641801774502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20148366689682007, + 0.343934565782547, + 0.06540203094482422, + 0.17295920848846436, + 0.02644641511142254, + 0.034398529678583145, + 0.02417786605656147, + 0.021673724055290222, + 0.02933049015700817, + 0.08019351959228516 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.004633641801774502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818004623055458 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.01818004623055458, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818004623055458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09599035978317261, + 0.3685745596885681, + 0.014504129998385906, + 0.45991721749305725, + 0.008421340025961399, + 0.006875692866742611, + 0.006725975777953863, + 0.01743796467781067, + 0.016280584037303925, + 0.005272159352898598 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.01818004623055458 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, full-body tracking shot from a horizontal angle captures a surreal dreamscape. Against a molten, candy-colored sky, vast swathes of soft pink, lavender, and creamy orange blend like flowing liquid watercolor, providing the scene's sole diffuse light source. A figure, gliding deftly on a pair of vintage white roller skates, blasts of bright neon flames—one electric pink, one turquoise—leaving behind them a fleeting, dazzling trail of light. Clad in a lightweight, iridescent windbreaker and dark leggings, the figure weaves with balletic grace among countless massive, translucent, floating crystals. Leaning sideways, they steadily and deliberately maneuver around a massive, slowly rotating crystal reflecting the colors of the sky, then glide effortlessly beneath another suspended cluster of quartz, their movements smooth and precise. The neon flames bounce and dance on the crystal's geometric facets, creating a kaleidoscopic display of dynamic light and shadow. There is no visible ground in the entire scene, and the figures seem to be gliding on an invisible mirror reflecting the sky, creating a dreamlike atmosphere of weightlessness, absurdity, and tranquility.", + "seed": 23847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_5/index_364_seed_23847_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01473006228916347, + "vlm_logprob": -0.01473006228916347, + "vlm_yes_no_margin": 4.599999952316284, + "vlm_token_credit": -0.01473006228916347, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035879991948604584 + ], + "opposite_logprob_tokens": [ + -3.4108800888061523 + ], + "logprob_reward": -0.035879991948604584, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.035879991948604584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09493530541658401, + 0.14637857675552368, + 0.09502363950014114, + 0.23364466428756714, + 0.07266435027122498, + 0.046523869037628174, + 0.10141780972480774, + 0.04821917787194252, + 0.04559663310647011, + 0.11559594422578812 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.035879991948604584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021997320000082254 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.0021997320000082254, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021997320000082254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3252856135368347, + 0.08312272280454636, + 0.05553235858678818, + 0.17575038969516754, + 0.07886643707752228, + 0.026650968939065933, + 0.05296097323298454, + 0.05568770319223404, + 0.06597992777824402, + 0.08016297221183777 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0021997320000082254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176300451159477 + ], + "opposite_logprob_tokens": [ + -4.018176078796387 + ], + "logprob_reward": -0.018176300451159477, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018176300451159477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1238851398229599, + 0.2802666425704956, + 0.07492315769195557, + 0.22769109904766083, + 0.03704452142119408, + 0.020146334543824196, + 0.03013240359723568, + 0.04013419523835182, + 0.013940755277872086, + 0.15183572471141815 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.018176300451159477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009772672317922115 + ], + "opposite_logprob_tokens": [ + -4.634772777557373 + ], + "logprob_reward": -0.009772672317922115, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009772672317922115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08795776218175888, + 0.16056424379348755, + 0.17893564701080322, + 0.16517996788024902, + 0.06354326009750366, + 0.02866470254957676, + 0.04389965906739235, + 0.06969387084245682, + 0.020670896396040916, + 0.1808900237083435 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.009772672317922115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762161472812295 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.00762161472812295, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762161472812295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2186926305294037, + 0.12653636932373047, + 0.039930976927280426, + 0.0675341859459877, + 0.11723680794239044, + 0.025590648874640465, + 0.03776310011744499, + 0.11742354184389114, + 0.0931953564286232, + 0.15609635412693024 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00762161472812295 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, full-body tracking shot from a horizontal angle captures a surreal dreamscape. Against a molten, candy-colored sky, vast swathes of soft pink, lavender, and creamy orange blend like flowing liquid watercolor, providing the scene's sole diffuse light source. A figure, gliding deftly on a pair of vintage white roller skates, blasts of bright neon flames—one electric pink, one turquoise—leaving behind them a fleeting, dazzling trail of light. Clad in a lightweight, iridescent windbreaker and dark leggings, the figure weaves with balletic grace among countless massive, translucent, floating crystals. Leaning sideways, they steadily and deliberately maneuver around a massive, slowly rotating crystal reflecting the colors of the sky, then glide effortlessly beneath another suspended cluster of quartz, their movements smooth and precise. The neon flames bounce and dance on the crystal's geometric facets, creating a kaleidoscopic display of dynamic light and shadow. There is no visible ground in the entire scene, and the figures seem to be gliding on an invisible mirror reflecting the sky, creating a dreamlike atmosphere of weightlessness, absurdity, and tranquility.", + "seed": 23848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_5/index_364_seed_23848_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01885080859065056, + "vlm_logprob": -0.01885080859065056, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.01885080859065056, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04267624020576477 + ], + "opposite_logprob_tokens": [ + -3.2926762104034424 + ], + "logprob_reward": -0.04267624020576477, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04267624020576477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06706827133893967, + 0.06626860797405243, + 0.03457153961062431, + 0.11095643043518066, + 0.062282025814056396, + 0.026954928413033485, + 0.4330858886241913, + 0.03954238444566727, + 0.1241103857755661, + 0.03515950217843056 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.04267624020576477 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052612656727433205 + ], + "opposite_logprob_tokens": [ + -5.255261421203613 + ], + "logprob_reward": -0.0052612656727433205, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052612656727433205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09336008131504059, + 0.04113954305648804, + 0.03801737353205681, + 0.48061081767082214, + 0.06935231387615204, + 0.04207521677017212, + 0.04337486997246742, + 0.06268434226512909, + 0.0824841856956482, + 0.04690128564834595 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0052612656727433205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063909977674484 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.016063909977674484, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063909977674484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06760607659816742, + 0.11068250238895416, + 0.037781741470098495, + 0.2826470732688904, + 0.05758098140358925, + 0.042862266302108765, + 0.05458792299032211, + 0.17642080783843994, + 0.11077142506837845, + 0.05905914306640625 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.016063909977674484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187660999596119 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.014187660999596119, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187660999596119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06032716482877731, + 0.20173190534114838, + 0.04704907909035683, + 0.15914933383464813, + 0.07863825559616089, + 0.040869247168302536, + 0.09439621865749359, + 0.1409534215927124, + 0.11545144021511078, + 0.06143394112586975 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.014187660999596119 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064966097474098 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.016064966097474098, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064966097474098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08712303638458252, + 0.053361840546131134, + 0.035903770476579666, + 0.4829176962375641, + 0.050316836684942245, + 0.01862427406013012, + 0.11195661872625351, + 0.02989293448626995, + 0.06874416023492813, + 0.06115887686610222 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.016064966097474098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, full-body tracking shot from a horizontal angle captures a surreal dreamscape. Against a molten, candy-colored sky, vast swathes of soft pink, lavender, and creamy orange blend like flowing liquid watercolor, providing the scene's sole diffuse light source. A figure, gliding deftly on a pair of vintage white roller skates, blasts of bright neon flames—one electric pink, one turquoise—leaving behind them a fleeting, dazzling trail of light. Clad in a lightweight, iridescent windbreaker and dark leggings, the figure weaves with balletic grace among countless massive, translucent, floating crystals. Leaning sideways, they steadily and deliberately maneuver around a massive, slowly rotating crystal reflecting the colors of the sky, then glide effortlessly beneath another suspended cluster of quartz, their movements smooth and precise. The neon flames bounce and dance on the crystal's geometric facets, creating a kaleidoscopic display of dynamic light and shadow. There is no visible ground in the entire scene, and the figures seem to be gliding on an invisible mirror reflecting the sky, creating a dreamlike atmosphere of weightlessness, absurdity, and tranquility.", + "seed": 23849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_5/index_364_seed_23849_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018558009667322038, + "vlm_logprob": -0.018558009667322038, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.018558009667322038, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06449409574270248 + ], + "opposite_logprob_tokens": [ + -2.8144941329956055 + ], + "logprob_reward": -0.06449409574270248, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06449409574270248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2592020034790039, + 0.1882602423429489, + 0.0638725683093071, + 0.16567648947238922, + 0.06603223085403442, + 0.03422948718070984, + 0.049005843698978424, + 0.061831627041101456, + 0.031880516558885574, + 0.08000900596380234 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.06449409574270248 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002200802555307746 + ], + "opposite_logprob_tokens": [ + -6.127200603485107 + ], + "logprob_reward": -0.002200802555307746, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002200802555307746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16062338650226593, + 0.13102050125598907, + 0.09158975630998611, + 0.07904864847660065, + 0.184225395321846, + 0.06089963763952255, + 0.07610103487968445, + 0.06051771342754364, + 0.03537864610552788, + 0.12059525400400162 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.002200802555307746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943719297647476 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943719297647476, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943719297647476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2718436121940613, + 0.16422131657600403, + 0.1162964329123497, + 0.10810182988643646, + 0.05400114879012108, + 0.042832791805267334, + 0.06513417512178421, + 0.0489950105547905, + 0.026522517204284668, + 0.10205107182264328 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005943719297647476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007620786316692829 + ], + "opposite_logprob_tokens": [ + -4.882620811462402 + ], + "logprob_reward": -0.007620786316692829, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007620786316692829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16093656420707703, + 0.08247904479503632, + 0.0600212998688221, + 0.12138748914003372, + 0.27070486545562744, + 0.03227924555540085, + 0.055142540484666824, + 0.06821667402982712, + 0.055937979370355606, + 0.09289432317018509 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.007620786316692829 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a fluid, full-body tracking shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a molten sky blending soft pink, lavender, and creamy orange like flowing liquid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible gliding on a pair of vintage white roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blasts of bright neon flames (one electric pink, one turquoise) leaving a trail of light behind the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of any visible ground, featuring only massive translucent floating crystals and an invisible mirror reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530644424259663 + ], + "opposite_logprob_tokens": [ + -4.38753080368042 + ], + "logprob_reward": -0.012530644424259663, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530644424259663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26422056555747986, + 0.2211054414510727, + 0.04818904027342796, + 0.07621760666370392, + 0.08101636916399002, + 0.03362678736448288, + 0.049757618457078934, + 0.035522595047950745, + 0.02303345501422882, + 0.16731049120426178 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012530644424259663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_6/index_tensor([8385, 8385])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_6/index_tensor([8385, 8385])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..141a23ccc335ae9db72725a20a26e9e5ea65fecd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_6/index_tensor([8385, 8385])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, wide-angle shot, angled slightly upward, places the two protagonists in the center of a vast, desolate, cracked salt marsh. The composition creates an epic sense of loneliness and confrontation. Thick gray clouds shroud the sky, but a sharp beam of sunlight pierces through the gaps, illuminating one of the characters with the precision of a stage spotlight, creating an atmosphere of fateful confrontation. The protagonist stands tall and straight, dressed in a tailored black tactical jacket and dark overalls. The AK47 rifle he clutches becomes the absolute focal point of the frame. The rifle's barrel is crafted not from ordinary iron but from pure gold, meticulously carved into the shape of a coiled Qilin. Every scale and flowing mane reflects a dazzling and heavy radiance in the cold light, blending extreme luxury with the potential for lethal violence. A few dozen meters across from him, the other protagonist, wearing a worn brown leather jacket, leans slightly forward, poised and alert, his expression steely and alert in the shadows. The two men remained motionless, engaged in a silent standoff. The tense atmosphere seemed frozen, only the wind occasionally stirred up the white salt dust on the ground. The entire scene was rendered in a realistic style, with every crack in the ground, every wrinkle in the clothing, and the texture of the metal clearly visible, creating a strong and shocking visual contrast between the tense atmosphere and the surreal and gorgeous materials of the weapons.", + "seed": 6501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_6/index_8385_seed_6501_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01599946981295943, + "vlm_logprob": -0.01599946981295943, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.01599946981295943, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0131745096296072 + ], + "opposite_logprob_tokens": [ + -4.388174533843994 + ], + "logprob_reward": -0.0131745096296072, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0131745096296072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12381778657436371, + 0.36229220032691956, + 0.04042978957295418, + 0.061775729060173035, + 0.02878512814640999, + 0.20475511252880096, + 0.04139919951558113, + 0.03062567673623562, + 0.06834045052528381, + 0.037778958678245544 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.0131745096296072 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360128074884415 + ], + "opposite_logprob_tokens": [ + -3.651360034942627 + ], + "logprob_reward": -0.026360128074884415, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360128074884415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15259210765361786, + 0.14448639750480652, + 0.10493583977222443, + 0.07153313606977463, + 0.04092705249786377, + 0.059361767023801804, + 0.12258711457252502, + 0.025665679946541786, + 0.2276836782693863, + 0.05022725462913513 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.026360128074884415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004648830275982618 + ], + "opposite_logprob_tokens": [ + -5.379648685455322 + ], + "logprob_reward": -0.004648830275982618, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004648830275982618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13456858694553375, + 0.14537474513053894, + 0.11878471821546555, + 0.052197668701410294, + 0.06712862104177475, + 0.042811665683984756, + 0.08796128630638123, + 0.07604275643825531, + 0.21414965391159058, + 0.06098029389977455 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.004648830275982618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535706162452698 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535706162452698, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535706162452698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20468877255916595, + 0.06754898279905319, + 0.07193675637245178, + 0.10274772346019745, + 0.14437489211559296, + 0.08639166504144669, + 0.1357043832540512, + 0.05376548692584038, + 0.06877324730157852, + 0.06406804174184799 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.012535706162452698 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327817492187023 + ], + "opposite_logprob_tokens": [ + -3.77327823638916 + ], + "logprob_reward": -0.02327817492187023, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327817492187023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1358429342508316, + 0.16617801785469055, + 0.09258542209863663, + 0.07377290725708008, + 0.10545474290847778, + 0.12244265526533127, + 0.08810513466596603, + 0.06600890308618546, + 0.08084588497877121, + 0.068763367831707 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.02327817492187023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, wide-angle shot, angled slightly upward, places the two protagonists in the center of a vast, desolate, cracked salt marsh. The composition creates an epic sense of loneliness and confrontation. Thick gray clouds shroud the sky, but a sharp beam of sunlight pierces through the gaps, illuminating one of the characters with the precision of a stage spotlight, creating an atmosphere of fateful confrontation. The protagonist stands tall and straight, dressed in a tailored black tactical jacket and dark overalls. The AK47 rifle he clutches becomes the absolute focal point of the frame. The rifle's barrel is crafted not from ordinary iron but from pure gold, meticulously carved into the shape of a coiled Qilin. Every scale and flowing mane reflects a dazzling and heavy radiance in the cold light, blending extreme luxury with the potential for lethal violence. A few dozen meters across from him, the other protagonist, wearing a worn brown leather jacket, leans slightly forward, poised and alert, his expression steely and alert in the shadows. The two men remained motionless, engaged in a silent standoff. The tense atmosphere seemed frozen, only the wind occasionally stirred up the white salt dust on the ground. The entire scene was rendered in a realistic style, with every crack in the ground, every wrinkle in the clothing, and the texture of the metal clearly visible, creating a strong and shocking visual contrast between the tense atmosphere and the surreal and gorgeous materials of the weapons.", + "seed": 6502, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_6/index_8385_seed_6502_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027536323480308055, + "vlm_logprob": -0.027536323480308055, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.027536323480308055, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01687934808433056 + ], + "opposite_logprob_tokens": [ + -4.141879558563232 + ], + "logprob_reward": -0.01687934808433056, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01687934808433056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4148332476615906, + 0.12408927083015442, + 0.07874549180269241, + 0.0958784967660904, + 0.028351016342639923, + 0.01823313720524311, + 0.034982580691576004, + 0.04188251122832298, + 0.09185183048248291, + 0.07115238904953003 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01687934808433056 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866817593574524 + ], + "opposite_logprob_tokens": [ + -3.048668146133423 + ], + "logprob_reward": -0.04866817593574524, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866817593574524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2828499674797058, + 0.14281746745109558, + 0.12247468531131744, + 0.04394477605819702, + 0.05074813589453697, + 0.014754711650311947, + 0.05678938701748848, + 0.08949492126703262, + 0.08332554250955582, + 0.11280036717653275 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04866817593574524 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651395328342915 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651395328342915, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651395328342915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1456647664308548, + 0.06488482654094696, + 0.06752333045005798, + 0.032594695687294006, + 0.0687580555677414, + 0.01672416552901268, + 0.0860038548707962, + 0.28311529755592346, + 0.1093212440609932, + 0.12540975213050842 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.008651395328342915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979646995663643 + ], + "opposite_logprob_tokens": [ + -3.5297963619232178 + ], + "logprob_reward": -0.02979646995663643, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979646995663643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22318564355373383, + 0.05938439816236496, + 0.1579791009426117, + 0.03704280033707619, + 0.05009916424751282, + 0.017894402146339417, + 0.04921051487326622, + 0.04997531697154045, + 0.18650346994400024, + 0.16872523725032806 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.02979646995663643 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368622809648514 + ], + "opposite_logprob_tokens": [ + -3.4086861610412598 + ], + "logprob_reward": -0.03368622809648514, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368622809648514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17364750802516937, + 0.059267450124025345, + 0.11146945506334305, + 0.0839226245880127, + 0.12003807723522186, + 0.021646330133080482, + 0.026962000876665115, + 0.1398015320301056, + 0.20555292069911957, + 0.05769214779138565 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.03368622809648514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, wide-angle shot, angled slightly upward, places the two protagonists in the center of a vast, desolate, cracked salt marsh. The composition creates an epic sense of loneliness and confrontation. Thick gray clouds shroud the sky, but a sharp beam of sunlight pierces through the gaps, illuminating one of the characters with the precision of a stage spotlight, creating an atmosphere of fateful confrontation. The protagonist stands tall and straight, dressed in a tailored black tactical jacket and dark overalls. The AK47 rifle he clutches becomes the absolute focal point of the frame. The rifle's barrel is crafted not from ordinary iron but from pure gold, meticulously carved into the shape of a coiled Qilin. Every scale and flowing mane reflects a dazzling and heavy radiance in the cold light, blending extreme luxury with the potential for lethal violence. A few dozen meters across from him, the other protagonist, wearing a worn brown leather jacket, leans slightly forward, poised and alert, his expression steely and alert in the shadows. The two men remained motionless, engaged in a silent standoff. The tense atmosphere seemed frozen, only the wind occasionally stirred up the white salt dust on the ground. The entire scene was rendered in a realistic style, with every crack in the ground, every wrinkle in the clothing, and the texture of the metal clearly visible, creating a strong and shocking visual contrast between the tense atmosphere and the surreal and gorgeous materials of the weapons.", + "seed": 6503, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_6/index_8385_seed_6503_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.026536216400563716, + "vlm_logprob": -0.026536216400563716, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.026536216400563716, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023917369544506073 + ], + "opposite_logprob_tokens": [ + -3.7739174365997314 + ], + "logprob_reward": -0.023917369544506073, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023917369544506073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058369819074869156, + 0.26907989382743835, + 0.0972861796617508, + 0.3275672495365143, + 0.0711262971162796, + 0.032098568975925446, + 0.03985374793410301, + 0.01540006510913372, + 0.025438521057367325, + 0.06377971917390823 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.023917369544506073 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980584278702736 + ], + "opposite_logprob_tokens": [ + -3.529805898666382 + ], + "logprob_reward": -0.02980584278702736, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980584278702736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13382747769355774, + 0.16121165454387665, + 0.24714766442775726, + 0.10392776131629944, + 0.08479432761669159, + 0.06027857959270477, + 0.054891251027584076, + 0.028316976502537727, + 0.032822705805301666, + 0.09278157353401184 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.02980584278702736 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108629535883665 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.01108629535883665, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108629535883665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08882962912321091, + 0.1166004166007042, + 0.1301983892917633, + 0.1879540979862213, + 0.04827053099870682, + 0.08921869099140167, + 0.21389612555503845, + 0.02354729175567627, + 0.06880667805671692, + 0.032678164541721344 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.01108629535883665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029790569096803665 + ], + "opposite_logprob_tokens": [ + -3.5297906398773193 + ], + "logprob_reward": -0.029790569096803665, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029790569096803665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17580311000347137, + 0.08961497247219086, + 0.3223764896392822, + 0.11079227924346924, + 0.05817799270153046, + 0.07139342278242111, + 0.08988738059997559, + 0.03884003683924675, + 0.016175298020243645, + 0.026938969269394875 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.029790569096803665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038081005215644836 + ], + "opposite_logprob_tokens": [ + -3.288080930709839 + ], + "logprob_reward": -0.038081005215644836, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038081005215644836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0990811139345169, + 0.18038970232009888, + 0.09168028086423874, + 0.1400597095489502, + 0.11048151552677155, + 0.05154065787792206, + 0.1635788232088089, + 0.02356831356883049, + 0.04180049151182175, + 0.09781938791275024 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.038081005215644836 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, wide-angle shot, angled slightly upward, places the two protagonists in the center of a vast, desolate, cracked salt marsh. The composition creates an epic sense of loneliness and confrontation. Thick gray clouds shroud the sky, but a sharp beam of sunlight pierces through the gaps, illuminating one of the characters with the precision of a stage spotlight, creating an atmosphere of fateful confrontation. The protagonist stands tall and straight, dressed in a tailored black tactical jacket and dark overalls. The AK47 rifle he clutches becomes the absolute focal point of the frame. The rifle's barrel is crafted not from ordinary iron but from pure gold, meticulously carved into the shape of a coiled Qilin. Every scale and flowing mane reflects a dazzling and heavy radiance in the cold light, blending extreme luxury with the potential for lethal violence. A few dozen meters across from him, the other protagonist, wearing a worn brown leather jacket, leans slightly forward, poised and alert, his expression steely and alert in the shadows. The two men remained motionless, engaged in a silent standoff. The tense atmosphere seemed frozen, only the wind occasionally stirred up the white salt dust on the ground. The entire scene was rendered in a realistic style, with every crack in the ground, every wrinkle in the clothing, and the texture of the metal clearly visible, creating a strong and shocking visual contrast between the tense atmosphere and the surreal and gorgeous materials of the weapons.", + "seed": 6504, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_6/index_8385_seed_6504_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02741457000374794, + "vlm_logprob": -0.02741457000374794, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.02741457000374794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02305278740823269 + ], + "opposite_logprob_tokens": [ + -3.89805269241333 + ], + "logprob_reward": -0.02305278740823269, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02305278740823269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4135652780532837, + 0.1266394555568695, + 0.05054103955626488, + 0.03315899521112442, + 0.0645236223936081, + 0.026307931169867516, + 0.02484595961868763, + 0.02229676954448223, + 0.04946601390838623, + 0.18865497410297394 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02305278740823269 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866454377770424 + ], + "opposite_logprob_tokens": [ + -3.0486645698547363 + ], + "logprob_reward": -0.04866454377770424, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866454377770424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39797133207321167, + 0.1529294103384018, + 0.09400960057973862, + 0.08761591464281082, + 0.07713895291090012, + 0.021210510283708572, + 0.028375526890158653, + 0.023927299305796623, + 0.03229457512497902, + 0.08452683687210083 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04866454377770424 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091364547610283 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091364547610283, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091364547610283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27592238783836365, + 0.09051135927438736, + 0.04653828963637352, + 0.18514172732830048, + 0.15866753458976746, + 0.043535083532333374, + 0.022733550518751144, + 0.043566226959228516, + 0.04701261594891548, + 0.08637117594480515 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.011091364547610283 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033690955489873886 + ], + "opposite_logprob_tokens": [ + -3.408690929412842 + ], + "logprob_reward": -0.033690955489873886, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033690955489873886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21063698828220367, + 0.08721397817134857, + 0.08548548817634583, + 0.1078798919916153, + 0.03398643434047699, + 0.0273739080876112, + 0.033147599548101425, + 0.0208496805280447, + 0.04539158567786217, + 0.34803444147109985 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.033690955489873886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, desolate, cracked salt marsh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two protagonists visible standing in a silent standoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one character wearing a tailored black tactical jacket and dark overalls holding a gold rifle carved into the shape of a coiled Qilin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other character wearing a worn brown leather jacket and standing in the shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot long, wide-angle, and angled slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020573198795318604 + ], + "opposite_logprob_tokens": [ + -3.895573139190674 + ], + "logprob_reward": -0.020573198795318604, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020573198795318604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43278685212135315, + 0.09972656518220901, + 0.05606002360582352, + 0.062237080186605453, + 0.04727834463119507, + 0.04469187930226326, + 0.029131794348359108, + 0.03369850665330887, + 0.031852614134550095, + 0.1625363528728485 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.020573198795318604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_7/index_tensor([9140, 9140])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_7/index_tensor([9140, 9140])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f5e9db008171692fa61c0368afc0c854d415ea04 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_7/index_tensor([9140, 9140])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle, wide-angle shot captures an epic aerial battle rendered in a high-octane anime style. The sky and action are defined by bold, intense black ink lines, emphasizing the scene's primal power. The camera rapidly pans to follow the action as a massive dragon unleashes a catastrophic torrent of blazing orange and yellow flames from its gaping maw. Its body is covered in jagged obsidian scales, its inner volcanic glow seeping from its cracks. In response, a courageous warrior with silver-spiked hair and a resolute expression executes a swift and precise acrobatic backflip, his tattered red cape billowing dramatically as he charges forward. He wears light, dark fantasy armor inlaid with intricate silver filigree that catches the chaotic light. As he dodges, the longsword he clutches in one hand begins to radiate intense cyan magical energy, casting sharp, dynamic shadows. As the final blow neared, he repositioned himself in mid-air, his body entwined with potential, raising his glowing sword aloft as magical energy flared, readying a decisive downward strike against a turbulent, stormy sky filled with swirling dark clouds and distant lightning, creating the atmosphere of an ultimate, high-stakes confrontation.", + "seed": 25099, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_7/index_9140_seed_25099_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0053326894994825125, + "vlm_logprob": -0.0053326894994825125, + "vlm_yes_no_margin": 5.675, + "vlm_token_credit": -0.0053326894994825125, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002633082214742899 + ], + "opposite_logprob_tokens": [ + -6.127633094787598 + ], + "logprob_reward": -0.002633082214742899, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002633082214742899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10858986526727676, + 0.08794570714235306, + 0.09639643132686615, + 0.04476958513259888, + 0.13014966249465942, + 0.06813977658748627, + 0.0693829357624054, + 0.09979506582021713, + 0.17974363267421722, + 0.11508727073669434 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.002633082214742899 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736662704497576 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.006736662704497576, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736662704497576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06816881150007248, + 0.04867009446024895, + 0.152967631816864, + 0.0482054241001606, + 0.05108778923749924, + 0.033517107367515564, + 0.023580055683851242, + 0.39354053139686584, + 0.10105133801698685, + 0.07921121269464493 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.006736662704497576 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019358720164746046 + ], + "opposite_logprob_tokens": [ + -6.251935958862305 + ], + "logprob_reward": -0.0019358720164746046, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019358720164746046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11558064818382263, + 0.07901094108819962, + 0.09557478874921799, + 0.046167198568582535, + 0.08528809249401093, + 0.0627954974770546, + 0.06851159781217575, + 0.12381044775247574, + 0.08244418352842331, + 0.24081659317016602 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.0019358720164746046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177809201180935 + ], + "opposite_logprob_tokens": [ + -6.751177787780762 + ], + "logprob_reward": -0.001177809201180935, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177809201180935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06624168902635574, + 0.04980284720659256, + 0.036335527896881104, + 0.05953934043645859, + 0.0637284517288208, + 0.04257998242974281, + 0.1977378875017166, + 0.37937334179878235, + 0.0605473667383194, + 0.044113632291555405 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.001177809201180935 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014180021360516548 + ], + "opposite_logprob_tokens": [ + -4.2641801834106445 + ], + "logprob_reward": -0.014180021360516548, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014180021360516548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10713690519332886, + 0.08727341890335083, + 0.04170883446931839, + 0.12153906375169754, + 0.05375297740101814, + 0.20544438064098358, + 0.04069242253899574, + 0.23634479939937592, + 0.029933054000139236, + 0.07617418467998505 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.014180021360516548 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle, wide-angle shot captures an epic aerial battle rendered in a high-octane anime style. The sky and action are defined by bold, intense black ink lines, emphasizing the scene's primal power. The camera rapidly pans to follow the action as a massive dragon unleashes a catastrophic torrent of blazing orange and yellow flames from its gaping maw. Its body is covered in jagged obsidian scales, its inner volcanic glow seeping from its cracks. In response, a courageous warrior with silver-spiked hair and a resolute expression executes a swift and precise acrobatic backflip, his tattered red cape billowing dramatically as he charges forward. He wears light, dark fantasy armor inlaid with intricate silver filigree that catches the chaotic light. As he dodges, the longsword he clutches in one hand begins to radiate intense cyan magical energy, casting sharp, dynamic shadows. As the final blow neared, he repositioned himself in mid-air, his body entwined with potential, raising his glowing sword aloft as magical energy flared, readying a decisive downward strike against a turbulent, stormy sky filled with swirling dark clouds and distant lightning, creating the atmosphere of an ultimate, high-stakes confrontation.", + "seed": 25100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_7/index_9140_seed_25100_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011444566305726767, + "vlm_logprob": -0.011444566305726767, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.011444566305726767, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006388124544173479 + ], + "opposite_logprob_tokens": [ + -5.131388187408447 + ], + "logprob_reward": -0.006388124544173479, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006388124544173479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0810139924287796, + 0.04332923889160156, + 0.15388460457324982, + 0.09734459966421127, + 0.057303864508867264, + 0.06112218648195267, + 0.07915155589580536, + 0.2593107223510742, + 0.0862075537443161, + 0.08133168518543243 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.006388124544173479 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786483831703663 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786483831703663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786483831703663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18924172222614288, + 0.0473228320479393, + 0.05646716430783272, + 0.05021720007061958, + 0.0910588875412941, + 0.05901632830500603, + 0.19585493206977844, + 0.17090249061584473, + 0.05415687337517738, + 0.08576156944036484 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.009786483831703663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062501817941666 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062501817941666, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062501817941666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11247427016496658, + 0.04287788271903992, + 0.053618691861629486, + 0.13107846677303314, + 0.09427034854888916, + 0.05821825936436653, + 0.08534879237413406, + 0.15984028577804565, + 0.0652211606502533, + 0.19705180823802948 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.016062501817941666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001713952049612999 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.001713952049612999, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001713952049612999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06482812762260437, + 0.029541734606027603, + 0.07223933190107346, + 0.07170777767896652, + 0.07104074209928513, + 0.0584150105714798, + 0.09285557270050049, + 0.22118023037910461, + 0.11686298251152039, + 0.20132842659950256 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.001713952049612999 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023271769285202026 + ], + "opposite_logprob_tokens": [ + -3.7732717990875244 + ], + "logprob_reward": -0.023271769285202026, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023271769285202026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10408113896846771, + 0.08801841735839844, + 0.12914009392261505, + 0.08286470174789429, + 0.12691590189933777, + 0.10615484416484833, + 0.07497242838144302, + 0.1346718668937683, + 0.05317746475338936, + 0.100003182888031 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.023271769285202026 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle, wide-angle shot captures an epic aerial battle rendered in a high-octane anime style. The sky and action are defined by bold, intense black ink lines, emphasizing the scene's primal power. The camera rapidly pans to follow the action as a massive dragon unleashes a catastrophic torrent of blazing orange and yellow flames from its gaping maw. Its body is covered in jagged obsidian scales, its inner volcanic glow seeping from its cracks. In response, a courageous warrior with silver-spiked hair and a resolute expression executes a swift and precise acrobatic backflip, his tattered red cape billowing dramatically as he charges forward. He wears light, dark fantasy armor inlaid with intricate silver filigree that catches the chaotic light. As he dodges, the longsword he clutches in one hand begins to radiate intense cyan magical energy, casting sharp, dynamic shadows. As the final blow neared, he repositioned himself in mid-air, his body entwined with potential, raising his glowing sword aloft as magical energy flared, readying a decisive downward strike against a turbulent, stormy sky filled with swirling dark clouds and distant lightning, creating the atmosphere of an ultimate, high-stakes confrontation.", + "seed": 25101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_7/index_9140_seed_25101_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017997091310098766, + "vlm_logprob": -0.017997091310098766, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.017997091310098766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0116370664909482 + ], + "opposite_logprob_tokens": [ + -4.511637210845947 + ], + "logprob_reward": -0.0116370664909482, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0116370664909482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1225796565413475, + 0.17673633992671967, + 0.04186782240867615, + 0.1363874226808548, + 0.0716724768280983, + 0.09241902083158493, + 0.1249793991446495, + 0.06451105326414108, + 0.09114644676446915, + 0.07770039141178131 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.0116370664909482 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197533018887043 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.014197533018887043, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197533018887043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09031358361244202, + 0.08215048164129257, + 0.04140720143914223, + 0.2136925756931305, + 0.05615950748324394, + 0.14499962329864502, + 0.17958156764507294, + 0.08199173212051392, + 0.07823110371828079, + 0.0314725823700428 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.014197533018887043 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014186837710440159 + ], + "opposite_logprob_tokens": [ + -4.264186859130859 + ], + "logprob_reward": -0.014186837710440159, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014186837710440159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07450196146965027, + 0.08239997178316116, + 0.049069128930568695, + 0.12349329888820648, + 0.06263304501771927, + 0.22476249933242798, + 0.18509158492088318, + 0.05387287586927414, + 0.07201294600963593, + 0.0721626877784729 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.014186837710440159 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013360392767935991 + ], + "opposite_logprob_tokens": [ + -6.626336097717285 + ], + "logprob_reward": -0.0013360392767935991, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013360392767935991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1658773273229599, + 0.04976479709148407, + 0.04110026732087135, + 0.07333351671695709, + 0.07926519215106964, + 0.10093674063682556, + 0.1104559525847435, + 0.06217295303940773, + 0.2072332352399826, + 0.10986004769802094 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0013360392767935991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048627980053424835 + ], + "opposite_logprob_tokens": [ + -3.048628091812134 + ], + "logprob_reward": -0.048627980053424835, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048627980053424835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22934892773628235, + 0.07976637780666351, + 0.05695047229528427, + 0.14455267786979675, + 0.08039762824773788, + 0.10700210928916931, + 0.11279470473527908, + 0.05065559595823288, + 0.07344017177820206, + 0.06509128957986832 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.048627980053424835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle, wide-angle shot captures an epic aerial battle rendered in a high-octane anime style. The sky and action are defined by bold, intense black ink lines, emphasizing the scene's primal power. The camera rapidly pans to follow the action as a massive dragon unleashes a catastrophic torrent of blazing orange and yellow flames from its gaping maw. Its body is covered in jagged obsidian scales, its inner volcanic glow seeping from its cracks. In response, a courageous warrior with silver-spiked hair and a resolute expression executes a swift and precise acrobatic backflip, his tattered red cape billowing dramatically as he charges forward. He wears light, dark fantasy armor inlaid with intricate silver filigree that catches the chaotic light. As he dodges, the longsword he clutches in one hand begins to radiate intense cyan magical energy, casting sharp, dynamic shadows. As the final blow neared, he repositioned himself in mid-air, his body entwined with potential, raising his glowing sword aloft as magical energy flared, readying a decisive downward strike against a turbulent, stormy sky filled with swirling dark clouds and distant lightning, creating the atmosphere of an ultimate, high-stakes confrontation.", + "seed": 25102, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_7/index_9140_seed_25102_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007698382646776736, + "vlm_logprob": -0.007698382646776736, + "vlm_yes_no_margin": 5.375, + "vlm_token_credit": -0.007698382646776736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003202312160283327 + ], + "opposite_logprob_tokens": [ + -5.878202438354492 + ], + "logprob_reward": -0.003202312160283327, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003202312160283327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2034904509782791, + 0.09581869095563889, + 0.03407817333936691, + 0.05430811643600464, + 0.12138456851243973, + 0.12776857614517212, + 0.04636503383517265, + 0.11786806583404541, + 0.09088095277547836, + 0.10803743451833725 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.003202312160283327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075920425355434 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.011075920425355434, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075920425355434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17110808193683624, + 0.08300691097974777, + 0.021750370040535927, + 0.1149878203868866, + 0.030682595446705818, + 0.08073494583368301, + 0.05565514415502548, + 0.27712079882621765, + 0.08116402477025986, + 0.08378935605287552 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.011075920425355434 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017108578467741609 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.0017108578467741609, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017108578467741609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11526241898536682, + 0.05576282739639282, + 0.035159528255462646, + 0.0614953376352787, + 0.15950480103492737, + 0.07511006295681, + 0.16499513387680054, + 0.20656168460845947, + 0.07946929335594177, + 0.046678852289915085 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.0017108578467741609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001939084380865097 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.001939084380865097, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001939084380865097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11006452888250351, + 0.08357100188732147, + 0.036079857498407364, + 0.0715920627117157, + 0.10792940855026245, + 0.1336001455783844, + 0.0765569657087326, + 0.10814915597438812, + 0.12737998366355896, + 0.14507685601711273 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.001939084380865097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a high-octane anime style with bold, intense black ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon with jagged obsidian scales and an inner volcanic glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a warrior with silver-spiked hair, tattered red cape, and dark fantasy armor inlaid with silver filigree present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior's longsword radiate intense cyan magical energy and cast sharp, dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a dynamic low-angle, wide-angle view that rapidly pans to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02056373842060566 + ], + "opposite_logprob_tokens": [ + -3.895563840866089 + ], + "logprob_reward": -0.02056373842060566, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02056373842060566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1649845391511917, + 0.06843236088752747, + 0.03860999271273613, + 0.03869333118200302, + 0.1575462818145752, + 0.23274105787277222, + 0.08157609403133392, + 0.09236880391836166, + 0.0842253714799881, + 0.04082215949892998 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.02056373842060566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_8/index_tensor([3605, 3605])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_8/index_tensor([3605, 3605])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eb00872566af79da87af066f3c9b6ef77554a21f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_8/index_tensor([3605, 3605])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "classic Hitchcock zoom lens (a dolly zoom) steadily advances, its focus locked on a futuristic, metallic car refrigerator. The refrigerator boasts a streamlined design and a matte, titanium-gray exterior. A fine layer of white frost condenses on its surface. Vibrating with high-frequency vibrations, tiny ice crystals flake off, while blue LED strips along its edges cast a chilling glow. Throughout the camera movement, the refrigerator itself remains constant within the frame, while the car's interior—the dark leather seats, the blurred outline of the dashboard, and the light and shadow outside the window—is dramatically distorted in perspective, stretched and extended unnaturally backwards, as if space itself is disintegrating. The entire image exudes a surreal, photorealistic quality. The cold tones combined with the eerie spatial shifts create a powerful visual impact and an unsettling atmosphere of suspense.", + "seed": 19049, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_8/index_3605_seed_19049_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1872804846614599, + "vlm_logprob": -0.1872804846614599, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.1872804846614599, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5258265733718872 + ], + "opposite_logprob_tokens": [ + -0.9008265733718872 + ], + "logprob_reward": -0.5258265733718872, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5258265733718872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21806161105632782, + 0.044085461646318436, + 0.25059759616851807, + 0.10207926481962204, + 0.07320454716682434, + 0.055131904780864716, + 0.032145578414201736, + 0.05769138038158417, + 0.05020446702837944, + 0.11679817736148834 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.5258265733718872 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043092746287584305 + ], + "opposite_logprob_tokens": [ + -3.168092727661133 + ], + "logprob_reward": -0.043092746287584305, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043092746287584305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30524376034736633, + 0.06677023321390152, + 0.15662021934986115, + 0.08479301631450653, + 0.09910903126001358, + 0.03667397424578667, + 0.0715058445930481, + 0.047278162091970444, + 0.04796946421265602, + 0.08403632789850235 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.043092746287584305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348518207669258 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.026348518207669258, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348518207669258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18587231636047363, + 0.10697764158248901, + 0.19308489561080933, + 0.0833924189209938, + 0.1302146464586258, + 0.04275123402476311, + 0.02722952887415886, + 0.06637345999479294, + 0.0783555805683136, + 0.08574828505516052 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.026348518207669258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208377838134766 + ], + "opposite_logprob_tokens": [ + -1.5020837783813477 + ], + "logprob_reward": -0.25208377838134766, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208377838134766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06345724314451218, + 0.0910491794347763, + 0.14034420251846313, + 0.1927499771118164, + 0.051679838448762894, + 0.11332909762859344, + 0.06905876100063324, + 0.07589539885520935, + 0.0761333480477333, + 0.12630300223827362 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.25208377838134766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905080705881119 + ], + "opposite_logprob_tokens": [ + -2.464050769805908 + ], + "logprob_reward": -0.08905080705881119, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905080705881119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20455792546272278, + 0.05008373036980629, + 0.21851468086242676, + 0.04596392437815666, + 0.0714135617017746, + 0.09807958453893661, + 0.04029063507914543, + 0.08178164064884186, + 0.053301163017749786, + 0.13601306080818176 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.08905080705881119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "classic Hitchcock zoom lens (a dolly zoom) steadily advances, its focus locked on a futuristic, metallic car refrigerator. The refrigerator boasts a streamlined design and a matte, titanium-gray exterior. A fine layer of white frost condenses on its surface. Vibrating with high-frequency vibrations, tiny ice crystals flake off, while blue LED strips along its edges cast a chilling glow. Throughout the camera movement, the refrigerator itself remains constant within the frame, while the car's interior—the dark leather seats, the blurred outline of the dashboard, and the light and shadow outside the window—is dramatically distorted in perspective, stretched and extended unnaturally backwards, as if space itself is disintegrating. The entire image exudes a surreal, photorealistic quality. The cold tones combined with the eerie spatial shifts create a powerful visual impact and an unsettling atmosphere of suspense.", + "seed": 19050, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_8/index_3605_seed_19050_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.738000063598156, + "vlm_logprob": -0.738000063598156, + "vlm_yes_no_margin": 0.574999988079071, + "vlm_token_credit": -0.738000063598156, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.695310354232788 + ], + "opposite_logprob_tokens": [ + -0.07031042873859406 + ], + "logprob_reward": -2.695310354232788, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.695310354232788, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19229421019554138, + 0.06306947022676468, + 0.12351134419441223, + 0.075592540204525, + 0.11365959793329239, + 0.07542210072278976, + 0.1528453528881073, + 0.053987521678209305, + 0.06053237244486809, + 0.08908554911613464 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -2.695310354232788 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28151100873947144 + ], + "opposite_logprob_tokens": [ + -1.4065110683441162 + ], + "logprob_reward": -0.28151100873947144, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28151100873947144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09673654288053513, + 0.11965916305780411, + 0.17795485258102417, + 0.09338270127773285, + 0.14961273968219757, + 0.09350661933422089, + 0.076326385140419, + 0.05884336307644844, + 0.0422036238014698, + 0.09177400171756744 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.28151100873947144 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22566312551498413 + ], + "opposite_logprob_tokens": [ + -1.600663185119629 + ], + "logprob_reward": -0.22566312551498413, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22566312551498413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19323353469371796, + 0.2748877704143524, + 0.09537555277347565, + 0.07036376744508743, + 0.09758859872817993, + 0.03673013299703598, + 0.08266107738018036, + 0.033412255346775055, + 0.03953170031309128, + 0.07621558010578156 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.22566312551498413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871486783027649 + ], + "opposite_logprob_tokens": [ + -1.1371486186981201 + ], + "logprob_reward": -0.3871486783027649, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3871486783027649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1519961655139923, + 0.11053375154733658, + 0.046445198357105255, + 0.06244736164808273, + 0.1616980880498886, + 0.1285112202167511, + 0.1172378733754158, + 0.07643381506204605, + 0.04651758074760437, + 0.09817899018526077 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.3871486783027649 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036715120077133 + ], + "opposite_logprob_tokens": [ + -2.3503670692443848 + ], + "logprob_reward": -0.10036715120077133, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036715120077133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13961651921272278, + 0.09279514849185944, + 0.03741007670760155, + 0.05637780576944351, + 0.09885343909263611, + 0.0979759618639946, + 0.05350896716117859, + 0.18898433446884155, + 0.05776909366250038, + 0.17670860886573792 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.10036715120077133 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "classic Hitchcock zoom lens (a dolly zoom) steadily advances, its focus locked on a futuristic, metallic car refrigerator. The refrigerator boasts a streamlined design and a matte, titanium-gray exterior. A fine layer of white frost condenses on its surface. Vibrating with high-frequency vibrations, tiny ice crystals flake off, while blue LED strips along its edges cast a chilling glow. Throughout the camera movement, the refrigerator itself remains constant within the frame, while the car's interior—the dark leather seats, the blurred outline of the dashboard, and the light and shadow outside the window—is dramatically distorted in perspective, stretched and extended unnaturally backwards, as if space itself is disintegrating. The entire image exudes a surreal, photorealistic quality. The cold tones combined with the eerie spatial shifts create a powerful visual impact and an unsettling atmosphere of suspense.", + "seed": 19051, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_8/index_3605_seed_19051_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2915100984275341, + "vlm_logprob": -0.2915100984275341, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.2915100984275341, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9007735848426819 + ], + "opposite_logprob_tokens": [ + -0.5257735848426819 + ], + "logprob_reward": -0.9007735848426819, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9007735848426819, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.061671704053878784, + 0.03049914911389351, + 0.020387152209877968, + 0.03908468037843704, + 0.04892474412918091, + 0.04077428579330444, + 0.08901573717594147, + 0.3657365143299103, + 0.02963588759303093, + 0.27427008748054504 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.9007735848426819 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043103478848934174 + ], + "opposite_logprob_tokens": [ + -3.1681034564971924 + ], + "logprob_reward": -0.043103478848934174, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043103478848934174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03444969281554222, + 0.039684757590293884, + 0.08042808622121811, + 0.034974973648786545, + 0.05416260287165642, + 0.06580182164907455, + 0.06152648478746414, + 0.539909839630127, + 0.03555367887020111, + 0.053508054465055466 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.043103478848934174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980433776974678 + ], + "opposite_logprob_tokens": [ + -3.529804229736328 + ], + "logprob_reward": -0.02980433776974678, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980433776974678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07939139008522034, + 0.06614304333925247, + 0.41382911801338196, + 0.02733161486685276, + 0.03495258092880249, + 0.02531987614929676, + 0.01776210032403469, + 0.24341541528701782, + 0.04608672484755516, + 0.04576814919710159 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.02980433776974678 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42890384793281555 + ], + "opposite_logprob_tokens": [ + -1.0539038181304932 + ], + "logprob_reward": -0.42890384793281555, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42890384793281555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060539498925209045, + 0.049648627638816833, + 0.043544407933950424, + 0.21443447470664978, + 0.03420501574873924, + 0.06967825442552567, + 0.04866644740104675, + 0.25964638590812683, + 0.0435495600104332, + 0.17608734965324402 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.42890384793281555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054965242743492126 + ], + "opposite_logprob_tokens": [ + -2.9299652576446533 + ], + "logprob_reward": -0.054965242743492126, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054965242743492126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07858475297689438, + 0.046311818063259125, + 0.033453427255153656, + 0.04960254207253456, + 0.026544714346528053, + 0.04092425853013992, + 0.052462391555309296, + 0.21339359879493713, + 0.09436395019292831, + 0.36435848474502563 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.054965242743492126 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "classic Hitchcock zoom lens (a dolly zoom) steadily advances, its focus locked on a futuristic, metallic car refrigerator. The refrigerator boasts a streamlined design and a matte, titanium-gray exterior. A fine layer of white frost condenses on its surface. Vibrating with high-frequency vibrations, tiny ice crystals flake off, while blue LED strips along its edges cast a chilling glow. Throughout the camera movement, the refrigerator itself remains constant within the frame, while the car's interior—the dark leather seats, the blurred outline of the dashboard, and the light and shadow outside the window—is dramatically distorted in perspective, stretched and extended unnaturally backwards, as if space itself is disintegrating. The entire image exudes a surreal, photorealistic quality. The cold tones combined with the eerie spatial shifts create a powerful visual impact and an unsettling atmosphere of suspense.", + "seed": 19052, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_8/index_3605_seed_19052_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.31213697493076326, + "vlm_logprob": -0.31213697493076326, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.31213697493076326, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9770206212997437 + ], + "opposite_logprob_tokens": [ + -0.47702059149742126 + ], + "logprob_reward": -0.9770206212997437, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9770206212997437, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3499104678630829, + 0.2853986620903015, + 0.014361107721924782, + 0.060811471194028854, + 0.013967227190732956, + 0.008702218532562256, + 0.036187466233968735, + 0.01993660256266594, + 0.1987334042787552, + 0.011991401202976704 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.9770206212997437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902149856090546 + ], + "opposite_logprob_tokens": [ + -2.579021453857422 + ], + "logprob_reward": -0.07902149856090546, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902149856090546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050471168011426926, + 0.3201175928115845, + 0.09649528563022614, + 0.14529328048229218, + 0.050564490258693695, + 0.03476483002305031, + 0.04227574169635773, + 0.023616204038262367, + 0.21837027370929718, + 0.01803114451467991 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.07902149856090546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306568205356598 + ], + "opposite_logprob_tokens": [ + -3.1680657863616943 + ], + "logprob_reward": -0.04306568205356598, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306568205356598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1414899379014969, + 0.23579517006874084, + 0.04458856210112572, + 0.07553993165493011, + 0.03679627552628517, + 0.022682055830955505, + 0.08182720839977264, + 0.023984111845493317, + 0.31653812527656555, + 0.02075856551527977 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.04306568205356598 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486098051071167 + ], + "opposite_logprob_tokens": [ + -1.2236098051071167 + ], + "logprob_reward": -0.3486098051071167, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486098051071167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09843160957098007, + 0.2454449087381363, + 0.012172642163932323, + 0.01712014526128769, + 0.027815919369459152, + 0.00853649340569973, + 0.06280136108398438, + 0.16719691455364227, + 0.34954410791397095, + 0.010935879312455654 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.3486098051071167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic metallic car refrigerator with a matte titanium-gray exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a fine layer of white frost on the refrigerator surface with tiny ice crystals flaking off due to high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips along the refrigerator's edges cast a chilling glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady dolly zoom where the refrigerator remains constant in the frame while the background (car interior and outside view) stretches and extends unnaturally backwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car interior visible with dark leather seats and a blurred dashboard outline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296726763248444 + ], + "opposite_logprob_tokens": [ + -2.2379672527313232 + ], + "logprob_reward": -0.11296726763248444, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296726763248444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041018046438694, + 0.08786055445671082, + 0.01333378441631794, + 0.03222130239009857, + 0.02850516326725483, + 0.00919332541525364, + 0.018963633105158806, + 0.024375980719923973, + 0.7341992259025574, + 0.010329043492674828 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.11296726763248444 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_9/index_tensor([1798, 1798])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_9/index_tensor([1798, 1798])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0cce4c2e68d2b8bf7a54c39e4ba66ff4b054568d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_9/index_tensor([1798, 1798])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot, rendered entirely in the dark, muscular, and metallic aesthetic of HR Giger, captures a moment of grotesque synthesis. A thick, biomechanical tendril, its surface a disturbing fusion of ribbed chitin coating and interwoven metal cables with the sheen of oily gunmetal, plunges deep into a gleaming, organic port in the side of an unseen vehicle. The port itself resembles a fleshy, sphincter-like orifice, its pale, bruised flesh tones wrinkled around the intrusive tendril. The connection emanates a sinister, otherworldly energy; a sickly, pulsating green light emanates from within the port, causing the damp surface to shimmer with unnatural bright spots. Faint, erratic arcs of cold blue light crackle across the connection, tracing spiderweb patterns where cold metal meets warm flesh. The surrounding vehicle flanks are not smooth, but a fusion of bone and dark, pitted metal, creating a deeply unsettling atmosphere of parasitic violation and unnatural technological fusion.", + "seed": 17159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_9/index_1798_seed_17159_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01289601206080988, + "vlm_logprob": -0.01289601206080988, + "vlm_yes_no_margin": 5.7, + "vlm_token_credit": -0.01289601206080988, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028150882571935654 + ], + "opposite_logprob_tokens": [ + -3.903150796890259 + ], + "logprob_reward": -0.028150882571935654, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.028150882571935654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06899536401033401, + 0.03701816871762276, + 0.0339728519320488, + 0.023532267659902573, + 0.0799807757139206, + 0.07935886830091476, + 0.39294570684432983, + 0.026340123265981674, + 0.19833768904209137, + 0.05951815843582153 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.028150882571935654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001191263902001083 + ], + "opposite_logprob_tokens": [ + -6.751191139221191 + ], + "logprob_reward": -0.001191263902001083, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001191263902001083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13956356048583984, + 0.09547650068998337, + 0.05441587418317795, + 0.04555441811680794, + 0.13726188242435455, + 0.15294700860977173, + 0.060756221413612366, + 0.028992440551519394, + 0.23835822939872742, + 0.046673841774463654 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.001191263902001083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008151783840730786 + ], + "opposite_logprob_tokens": [ + -7.125815391540527 + ], + "logprob_reward": -0.0008151783840730786, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008151783840730786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11227057129144669, + 0.06407642364501953, + 0.09045661985874176, + 0.02625437080860138, + 0.11292622238397598, + 0.10505465418100357, + 0.18704432249069214, + 0.04719802737236023, + 0.19855371117591858, + 0.05616508796811104 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.0008151783840730786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006333967321552336 + ], + "opposite_logprob_tokens": [ + -7.375633239746094 + ], + "logprob_reward": -0.0006333967321552336, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006333967321552336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09539639949798584, + 0.05017084628343582, + 0.08341845124959946, + 0.02754383534193039, + 0.06950083374977112, + 0.1870931088924408, + 0.1153443455696106, + 0.03338257223367691, + 0.2937775254249573, + 0.04437213018536568 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.0006333967321552336 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033689338713884354 + ], + "opposite_logprob_tokens": [ + -3.408689260482788 + ], + "logprob_reward": -0.033689338713884354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033689338713884354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18681064248085022, + 0.05764491483569145, + 0.08749674260616302, + 0.029375873506069183, + 0.14836521446704865, + 0.2966819107532501, + 0.040079060941934586, + 0.03501342982053757, + 0.08156316727399826, + 0.036969009786844254 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.033689338713884354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, rendered entirely in the dark, muscular, and metallic aesthetic of HR Giger, captures a moment of grotesque synthesis. A thick, biomechanical tendril, its surface a disturbing fusion of ribbed chitin coating and interwoven metal cables with the sheen of oily gunmetal, plunges deep into a gleaming, organic port in the side of an unseen vehicle. The port itself resembles a fleshy, sphincter-like orifice, its pale, bruised flesh tones wrinkled around the intrusive tendril. The connection emanates a sinister, otherworldly energy; a sickly, pulsating green light emanates from within the port, causing the damp surface to shimmer with unnatural bright spots. Faint, erratic arcs of cold blue light crackle across the connection, tracing spiderweb patterns where cold metal meets warm flesh. The surrounding vehicle flanks are not smooth, but a fusion of bone and dark, pitted metal, creating a deeply unsettling atmosphere of parasitic violation and unnatural technological fusion.", + "seed": 17160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_9/index_1798_seed_17160_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01472675238037482, + "vlm_logprob": -0.01472675238037482, + "vlm_yes_no_margin": 5.625, + "vlm_token_credit": -0.01472675238037482, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04120057076215744 + ], + "opposite_logprob_tokens": [ + -3.416200637817383 + ], + "logprob_reward": -0.04120057076215744, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04120057076215744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07773412764072418, + 0.26808661222457886, + 0.11654549837112427, + 0.05856570973992348, + 0.1618194282054901, + 0.09347063302993774, + 0.03922773152589798, + 0.031155414879322052, + 0.028779493644833565, + 0.1246153861284256 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.04120057076215744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001193526084534824 + ], + "opposite_logprob_tokens": [ + -6.751193523406982 + ], + "logprob_reward": -0.001193526084534824, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001193526084534824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16053685545921326, + 0.29563191533088684, + 0.06549988687038422, + 0.04356301203370094, + 0.1854543834924698, + 0.07214737683534622, + 0.06288541108369827, + 0.027417799457907677, + 0.04062357917428017, + 0.04623972997069359 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.001193526084534824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006385194719769061 + ], + "opposite_logprob_tokens": [ + -7.375638484954834 + ], + "logprob_reward": -0.0006385194719769061, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006385194719769061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10951004177331924, + 0.09147653728723526, + 0.14790280163288116, + 0.11446858942508698, + 0.1859896183013916, + 0.08010245859622955, + 0.09330925345420837, + 0.03563369810581207, + 0.029648734256625175, + 0.11195827275514603 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.0006385194719769061 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008120815036818385 + ], + "opposite_logprob_tokens": [ + -7.12581205368042 + ], + "logprob_reward": -0.0008120815036818385, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008120815036818385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07926196604967117, + 0.09915897995233536, + 0.11067836731672287, + 0.10980267822742462, + 0.10511370748281479, + 0.17897062003612518, + 0.11306985467672348, + 0.07734879851341248, + 0.029521148651838303, + 0.09707392007112503 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.0008120815036818385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789064079523087 + ], + "opposite_logprob_tokens": [ + -3.5297889709472656 + ], + "logprob_reward": -0.029789064079523087, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789064079523087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10103213042020798, + 0.04993847385048866, + 0.0721500813961029, + 0.1646084189414978, + 0.17673255503177643, + 0.05732479691505432, + 0.044551730155944824, + 0.03672602400183678, + 0.09259223192930222, + 0.2043435275554657 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.029789064079523087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, rendered entirely in the dark, muscular, and metallic aesthetic of HR Giger, captures a moment of grotesque synthesis. A thick, biomechanical tendril, its surface a disturbing fusion of ribbed chitin coating and interwoven metal cables with the sheen of oily gunmetal, plunges deep into a gleaming, organic port in the side of an unseen vehicle. The port itself resembles a fleshy, sphincter-like orifice, its pale, bruised flesh tones wrinkled around the intrusive tendril. The connection emanates a sinister, otherworldly energy; a sickly, pulsating green light emanates from within the port, causing the damp surface to shimmer with unnatural bright spots. Faint, erratic arcs of cold blue light crackle across the connection, tracing spiderweb patterns where cold metal meets warm flesh. The surrounding vehicle flanks are not smooth, but a fusion of bone and dark, pitted metal, creating a deeply unsettling atmosphere of parasitic violation and unnatural technological fusion.", + "seed": 17161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_9/index_1798_seed_17161_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02065048078075051, + "vlm_logprob": -0.02065048078075051, + "vlm_yes_no_margin": 5.525, + "vlm_token_credit": -0.02065048078075051, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07413558661937714 + ], + "opposite_logprob_tokens": [ + -2.8241355419158936 + ], + "logprob_reward": -0.07413558661937714, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07413558661937714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.096739262342453, + 0.0950559750199318, + 0.0665256455540657, + 0.062092892825603485, + 0.09144711494445801, + 0.03345170617103577, + 0.0961793065071106, + 0.08391144871711731, + 0.2973534166812897, + 0.07724317163228989 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.07413558661937714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013549680588766932 + ], + "opposite_logprob_tokens": [ + -6.626355171203613 + ], + "logprob_reward": -0.0013549680588766932, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013549680588766932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1532200425863266, + 0.12138188630342484, + 0.042684029787778854, + 0.17081740498542786, + 0.035093821585178375, + 0.0420517697930336, + 0.1214282214641571, + 0.08479387313127518, + 0.15982778370380402, + 0.06870118528604507 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.0013549680588766932 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009255892946384847 + ], + "opposite_logprob_tokens": [ + -7.000925540924072 + ], + "logprob_reward": -0.0009255892946384847, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009255892946384847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11068279296159744, + 0.1365901231765747, + 0.10437428206205368, + 0.10775995254516602, + 0.06607219576835632, + 0.0634332224726677, + 0.09199810028076172, + 0.05432392284274101, + 0.19976778328418732, + 0.06499755382537842 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0009255892946384847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004944770480506122 + ], + "opposite_logprob_tokens": [ + -7.625494480133057 + ], + "logprob_reward": -0.0004944770480506122, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004944770480506122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08008551597595215, + 0.14659537374973297, + 0.04303567484021187, + 0.16916868090629578, + 0.07034967839717865, + 0.03738835081458092, + 0.05549643188714981, + 0.03513754904270172, + 0.31803300976753235, + 0.04470982030034065 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.0004944770480506122 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634178288280964 + ], + "opposite_logprob_tokens": [ + -3.651341676712036 + ], + "logprob_reward": -0.02634178288280964, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634178288280964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05054444819688797, + 0.12571649253368378, + 0.07712159305810928, + 0.428596168756485, + 0.04478957876563072, + 0.019918406382203102, + 0.03417127951979637, + 0.08017323911190033, + 0.07983235269784927, + 0.05913643166422844 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.02634178288280964 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, rendered entirely in the dark, muscular, and metallic aesthetic of HR Giger, captures a moment of grotesque synthesis. A thick, biomechanical tendril, its surface a disturbing fusion of ribbed chitin coating and interwoven metal cables with the sheen of oily gunmetal, plunges deep into a gleaming, organic port in the side of an unseen vehicle. The port itself resembles a fleshy, sphincter-like orifice, its pale, bruised flesh tones wrinkled around the intrusive tendril. The connection emanates a sinister, otherworldly energy; a sickly, pulsating green light emanates from within the port, causing the damp surface to shimmer with unnatural bright spots. Faint, erratic arcs of cold blue light crackle across the connection, tracing spiderweb patterns where cold metal meets warm flesh. The surrounding vehicle flanks are not smooth, but a fusion of bone and dark, pitted metal, creating a deeply unsettling atmosphere of parasitic violation and unnatural technological fusion.", + "seed": 17162, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000163/group_9/index_1798_seed_17162_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014363399019930511, + "vlm_logprob": -0.014363399019930511, + "vlm_yes_no_margin": 5.8, + "vlm_token_credit": -0.014363399019930511, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03159159794449806 + ], + "opposite_logprob_tokens": [ + -3.9065916538238525 + ], + "logprob_reward": -0.03159159794449806, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.03159159794449806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21754081547260284, + 0.026444878429174423, + 0.021943481639027596, + 0.042007725685834885, + 0.027856620028614998, + 0.33857277035713196, + 0.09470553696155548, + 0.059738170355558395, + 0.11680686473846436, + 0.05438315495848656 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.03159159794449806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005077026435174048 + ], + "opposite_logprob_tokens": [ + -7.625507831573486 + ], + "logprob_reward": -0.0005077026435174048, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0005077026435174048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21665161848068237, + 0.06225356087088585, + 0.05240210145711899, + 0.030939405784010887, + 0.05349942669272423, + 0.09558510035276413, + 0.21108154952526093, + 0.1224973276257515, + 0.09736374765634537, + 0.05772613734006882 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0005077026435174048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008186326595023274 + ], + "opposite_logprob_tokens": [ + -7.125818729400635 + ], + "logprob_reward": -0.0008186326595023274, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008186326595023274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03764655813574791, + 0.023318657651543617, + 0.02516273781657219, + 0.021402783691883087, + 0.026567230001091957, + 0.5011511445045471, + 0.02581033483147621, + 0.08507590740919113, + 0.2203979194164276, + 0.03346669301390648 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.0008186326595023274 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008123196894302964 + ], + "opposite_logprob_tokens": [ + -7.125812530517578 + ], + "logprob_reward": -0.0008123196894302964, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008123196894302964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0971393957734108, + 0.03737951070070267, + 0.035205110907554626, + 0.08816400915384293, + 0.039239782840013504, + 0.3141339421272278, + 0.04121110215783119, + 0.06991811096668243, + 0.2160237580537796, + 0.06158527359366417 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.0008123196894302964 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual aesthetic dark, muscular, and metallic in the style of HR Giger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick biomechanical tendril visible, featuring ribbed chitin and interwoven metal cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a fleshy, sphincter-like port emitting a sickly, pulsating green light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, erratic arcs of cold blue light visible crackling across the connection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808674216270447 + ], + "opposite_logprob_tokens": [ + -3.2880866527557373 + ], + "logprob_reward": -0.03808674216270447, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808674216270447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16114717721939087, + 0.03198473900556564, + 0.038386765867471695, + 0.027338046580553055, + 0.03810347244143486, + 0.4307730197906494, + 0.03972959890961647, + 0.07944682240486145, + 0.09839115291833878, + 0.05469920113682747 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.03808674216270447 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_0/index_tensor([2266, 2266])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_0/index_tensor([2266, 2266])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0ab0f0125422990e2d12181aec4fe2cdfdd55eef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_0/index_tensor([2266, 2266])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot captures the subject from a slightly elevated angle, looking down into the heart of the flower. In this mesmerizing time-lapse, the delicate, paper-thin petals of a vibrant red poppy begin a graceful, accelerated dance of unfurling. Initially tightly crumpled in a saturated, brilliant scarlet, the petals rhythmically unfold, their wrinkled, silky texture catching the soft, directional light, making them appear almost translucent. As the petals peel away in a balletic sequence, the camera executes an almost imperceptible slow push-in, drawing the viewer's focus to the final display. This movement culminates as the flower blooms, revealing its dark, intricately textured center—a dense mass of velvety black filaments and deep purple stamens, all embellished with flecks of golden pollen. The entire spectacle unfolds against a deeply blurred, dark background, creating a shallow depth of field that isolates the poppy and evokes a tranquil, focused, and utterly captivating atmosphere of life.", + "seed": 11959, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_0/index_2266_seed_11959_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03059748951345682, + "vlm_logprob": -0.03059748951345682, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.03059748951345682, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01571778766810894 + ], + "opposite_logprob_tokens": [ + -4.51571798324585 + ], + "logprob_reward": -0.01571778766810894, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01571778766810894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05775259807705879, + 0.0539773590862751, + 0.0778525099158287, + 0.1078096553683281, + 0.32060161232948303, + 0.03859991952776909, + 0.12695379555225372, + 0.05773801729083061, + 0.06375835835933685, + 0.0949561819434166 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.01571778766810894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293788254261017 + ], + "opposite_logprob_tokens": [ + -2.2379379272460938 + ], + "logprob_reward": -0.11293788254261017, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293788254261017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0922660380601883, + 0.0351504385471344, + 0.09976138919591904, + 0.07684841752052307, + 0.3002912700176239, + 0.04265807196497917, + 0.07777518779039383, + 0.06753169000148773, + 0.08215075731277466, + 0.1255667358636856 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.11293788254261017 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015175743028521538 + ], + "opposite_logprob_tokens": [ + -6.5015177726745605 + ], + "logprob_reward": -0.0015175743028521538, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015175743028521538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03210239112377167, + 0.035798702389001846, + 0.05124206468462944, + 0.09665732085704803, + 0.4508293569087982, + 0.0706167072057724, + 0.08323527872562408, + 0.06449250131845474, + 0.05190938711166382, + 0.06311625987291336 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.0015175743028521538 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637083038687706 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637083038687706, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637083038687706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07512489706277847, + 0.2208515703678131, + 0.06833338737487793, + 0.10406044870615005, + 0.21577835083007812, + 0.04190511256456375, + 0.05895169824361801, + 0.06057575345039368, + 0.07179304957389832, + 0.08262577652931213 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.004637083038687706 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817712001502514 + ], + "opposite_logprob_tokens": [ + -4.018177032470703 + ], + "logprob_reward": -0.01817712001502514, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817712001502514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10124539583921432, + 0.10990588366985321, + 0.058988723903894424, + 0.10094073414802551, + 0.24589607119560242, + 0.06116851046681404, + 0.11151808500289917, + 0.09092618525028229, + 0.05624223127961159, + 0.06316813826560974 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.01817712001502514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures the subject from a slightly elevated angle, looking down into the heart of the flower. In this mesmerizing time-lapse, the delicate, paper-thin petals of a vibrant red poppy begin a graceful, accelerated dance of unfurling. Initially tightly crumpled in a saturated, brilliant scarlet, the petals rhythmically unfold, their wrinkled, silky texture catching the soft, directional light, making them appear almost translucent. As the petals peel away in a balletic sequence, the camera executes an almost imperceptible slow push-in, drawing the viewer's focus to the final display. This movement culminates as the flower blooms, revealing its dark, intricately textured center—a dense mass of velvety black filaments and deep purple stamens, all embellished with flecks of golden pollen. The entire spectacle unfolds against a deeply blurred, dark background, creating a shallow depth of field that isolates the poppy and evokes a tranquil, focused, and utterly captivating atmosphere of life.", + "seed": 11960, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_0/index_2266_seed_11960_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.061974750086665156, + "vlm_logprob": -0.061974750086665156, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.061974750086665156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02018377184867859 + ], + "opposite_logprob_tokens": [ + -4.145183563232422 + ], + "logprob_reward": -0.02018377184867859, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.02018377184867859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1368710994720459, + 0.03810136392712593, + 0.06291676312685013, + 0.1616194248199463, + 0.11561362445354462, + 0.07773052901029587, + 0.06337717175483704, + 0.2534496486186981, + 0.053978677839040756, + 0.03634163364768028 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.02018377184867859 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209951400756836 + ], + "opposite_logprob_tokens": [ + -1.5020995140075684 + ], + "logprob_reward": -0.25209951400756836, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209951400756836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06983235478401184, + 0.05246436595916748, + 0.1069030910730362, + 0.09414652734994888, + 0.09104093164205551, + 0.1143379658460617, + 0.09999275952577591, + 0.23284465074539185, + 0.12781724333763123, + 0.010620085522532463 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.25209951400756836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036216876469552517 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.0036216876469552517, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036216876469552517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07739368826150894, + 0.04147552326321602, + 0.05136456340551376, + 0.0341634526848793, + 0.05089396610856056, + 0.06169455498456955, + 0.10902947187423706, + 0.4409876763820648, + 0.06700389087200165, + 0.06599316745996475 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0036216876469552517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076298960484564304 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.0076298960484564304, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076298960484564304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1963932067155838, + 0.0778374895453453, + 0.09891518950462341, + 0.13264840841293335, + 0.10263605415821075, + 0.10396289080381393, + 0.06899650394916534, + 0.11398176103830338, + 0.06624109297990799, + 0.038387496024370193 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0076298960484564304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338880881667137 + ], + "opposite_logprob_tokens": [ + -3.651338815689087 + ], + "logprob_reward": -0.026338880881667137, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338880881667137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18337596952915192, + 0.07489391416311264, + 0.1099512055516243, + 0.06166011467576027, + 0.08879630267620087, + 0.1278143972158432, + 0.07873743027448654, + 0.11365076899528503, + 0.12172579020261765, + 0.0393940806388855 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.026338880881667137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures the subject from a slightly elevated angle, looking down into the heart of the flower. In this mesmerizing time-lapse, the delicate, paper-thin petals of a vibrant red poppy begin a graceful, accelerated dance of unfurling. Initially tightly crumpled in a saturated, brilliant scarlet, the petals rhythmically unfold, their wrinkled, silky texture catching the soft, directional light, making them appear almost translucent. As the petals peel away in a balletic sequence, the camera executes an almost imperceptible slow push-in, drawing the viewer's focus to the final display. This movement culminates as the flower blooms, revealing its dark, intricately textured center—a dense mass of velvety black filaments and deep purple stamens, all embellished with flecks of golden pollen. The entire spectacle unfolds against a deeply blurred, dark background, creating a shallow depth of field that isolates the poppy and evokes a tranquil, focused, and utterly captivating atmosphere of life.", + "seed": 11961, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_0/index_2266_seed_11961_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09599924627691507, + "vlm_logprob": -0.09599924627691507, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.09599924627691507, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02307247370481491 + ], + "opposite_logprob_tokens": [ + -3.8980724811553955 + ], + "logprob_reward": -0.02307247370481491, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02307247370481491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12493038922548294, + 0.047923728823661804, + 0.10856165736913681, + 0.30584439635276794, + 0.012080373242497444, + 0.0163730401545763, + 0.06670205295085907, + 0.08708253502845764, + 0.05746351182460785, + 0.17303825914859772 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.02307247370481491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42889514565467834 + ], + "opposite_logprob_tokens": [ + -1.053895115852356 + ], + "logprob_reward": -0.42889514565467834, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42889514565467834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12740543484687805, + 0.06857303529977798, + 0.07861912995576859, + 0.2622958719730377, + 0.0326787568628788, + 0.07889480143785477, + 0.06101583316922188, + 0.054754409939050674, + 0.06380797922611237, + 0.17195481061935425 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.42889514565467834 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022019920870661736 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.0022019920870661736, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022019920870661736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2602199912071228, + 0.08034684509038925, + 0.08711472898721695, + 0.14846399426460266, + 0.02555183321237564, + 0.041817013174295425, + 0.09040028601884842, + 0.08237618952989578, + 0.04075387492775917, + 0.1429552286863327 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0022019920870661736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052522532641887665 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.0052522532641887665, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052522532641887665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47576576471328735, + 0.11741920560598373, + 0.06704919785261154, + 0.08461939543485641, + 0.02215072512626648, + 0.04615498706698418, + 0.05146045237779617, + 0.027890898287296295, + 0.08118987828493118, + 0.026299497112631798 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0052522532641887665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057436667382717 + ], + "opposite_logprob_tokens": [ + -3.8955743312835693 + ], + "logprob_reward": -0.02057436667382717, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057436667382717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48836448788642883, + 0.05163862556219101, + 0.04362906143069267, + 0.0636378675699234, + 0.028887741267681122, + 0.03829587623476982, + 0.0682879313826561, + 0.05171525478363037, + 0.06129683181643486, + 0.1042463630437851 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.02057436667382717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures the subject from a slightly elevated angle, looking down into the heart of the flower. In this mesmerizing time-lapse, the delicate, paper-thin petals of a vibrant red poppy begin a graceful, accelerated dance of unfurling. Initially tightly crumpled in a saturated, brilliant scarlet, the petals rhythmically unfold, their wrinkled, silky texture catching the soft, directional light, making them appear almost translucent. As the petals peel away in a balletic sequence, the camera executes an almost imperceptible slow push-in, drawing the viewer's focus to the final display. This movement culminates as the flower blooms, revealing its dark, intricately textured center—a dense mass of velvety black filaments and deep purple stamens, all embellished with flecks of golden pollen. The entire spectacle unfolds against a deeply blurred, dark background, creating a shallow depth of field that isolates the poppy and evokes a tranquil, focused, and utterly captivating atmosphere of life.", + "seed": 11962, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_0/index_2266_seed_11962_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04299041759222746, + "vlm_logprob": -0.04299041759222746, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.04299041759222746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01829991117119789 + ], + "opposite_logprob_tokens": [ + -4.2683000564575195 + ], + "logprob_reward": -0.01829991117119789, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01829991117119789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039476461708545685, + 0.07177652418613434, + 0.16911891102790833, + 0.20550402998924255, + 0.13158874213695526, + 0.03948953375220299, + 0.18984754383563995, + 0.11519142985343933, + 0.02226978912949562, + 0.015737032517790794 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.01829991117119789 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038739681243896 + ], + "opposite_logprob_tokens": [ + -1.910387396812439 + ], + "logprob_reward": -0.16038739681243896, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038739681243896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051933541893959045, + 0.05376117303967476, + 0.1644357293844223, + 0.2576003074645996, + 0.14639222621917725, + 0.0161922425031662, + 0.18300095200538635, + 0.07134168595075607, + 0.03126595541834831, + 0.024076184257864952 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.16038739681243896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031987475231289864 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031987475231289864, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031987475231289864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04947546869516373, + 0.034137431532144547, + 0.3425867557525635, + 0.09350547939538956, + 0.11340919882059097, + 0.04327549412846565, + 0.08891651034355164, + 0.10293716192245483, + 0.06567399948835373, + 0.06608249247074127 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.0031987475231289864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784713387489319 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784713387489319, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784713387489319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1463523507118225, + 0.07376839220523834, + 0.48844438791275024, + 0.05366462096571922, + 0.02658895030617714, + 0.02347598783671856, + 0.08205702900886536, + 0.06142522022128105, + 0.03070220537483692, + 0.013520857319235802 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.009784713387489319 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a vibrant red poppy with paper-thin, silky petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the poppy petals unfurling from a tightly crumpled state in a time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's center revealed as a dark mass of velvety black filaments and deep purple stamens with golden pollen flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deeply blurred and dark, creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute an almost imperceptible slow push-in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023281319066882133 + ], + "opposite_logprob_tokens": [ + -3.7732813358306885 + ], + "logprob_reward": -0.023281319066882133, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023281319066882133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14297005534172058, + 0.10318977385759354, + 0.08557410538196564, + 0.09701739251613617, + 0.09755492955446243, + 0.052893783897161484, + 0.08897292613983154, + 0.17704510688781738, + 0.08265073597431183, + 0.07213126868009567 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.023281319066882133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_1/index_tensor([3620, 3620])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_1/index_tensor([3620, 3620])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..66970162ddd11f1d04835cc2dbb2ad8d92d69dce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_1/index_tensor([3620, 3620])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, steady pan from above sweeps across a vast, dark tactical map, rendered entirely in the game's signature blend of hand-painted textures and sharp lines. The map's background is a deep, almost black matte, with faint, almost imperceptible silver lines outlining the contours of ancient city-states and mountain ranges. Against this hushed backdrop, a destructive storm energy unfolds in an ominous ballet. Centered in a halo of deep crimson and ionized purple, its countless strands of energy twist and stretch like living creatures, dancing and expanding outward with an eerie grace, like the aurora borealis. These pulsating arcs of energy spread silently across the map, their erratic light casting long, shifting shadows across its textures. Each flicker illuminates more detail beneath, yet also devours it relentlessly. The camera moves steadily, capturing the gradual evolution of this energy from a concentrated singularity to a gorgeous yet deadly energy field covering a large area. The entire picture is full of contradictory tension, showing a fascinating and terrifying ominous beauty in the quiet darkness.", + "seed": 1147, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_1/index_3620_seed_1147_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23845523337367922, + "vlm_logprob": -0.23845523337367922, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.23845523337367922, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4332313537597656 + ], + "opposite_logprob_tokens": [ + -1.0582313537597656 + ], + "logprob_reward": -0.4332313537597656, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4332313537597656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14114737510681152, + 0.05912133678793907, + 0.06464579701423645, + 0.08497761189937592, + 0.11126826703548431, + 0.035243596881628036, + 0.05990124121308327, + 0.02916279435157776, + 0.22247210144996643, + 0.19205988943576813 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.4332313537597656 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620691254734993 + ], + "opposite_logprob_tokens": [ + -2.8120691776275635 + ], + "logprob_reward": -0.0620691254734993, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620691254734993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1705816090106964, + 0.10797090083360672, + 0.06673091650009155, + 0.059138018637895584, + 0.06159446761012077, + 0.03546569123864174, + 0.09613490104675293, + 0.03633410856127739, + 0.10115771740674973, + 0.2648916244506836 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0620691254734993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008163695456460118 + ], + "opposite_logprob_tokens": [ + -7.125816345214844 + ], + "logprob_reward": -0.0008163695456460118, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008163695456460118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1445237696170807, + 0.06864522397518158, + 0.03629818558692932, + 0.061425790190696716, + 0.06000209599733353, + 0.049882397055625916, + 0.07711146026849747, + 0.0453769788146019, + 0.3336586356163025, + 0.12307552248239517 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0008163695456460118 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028194934129714966 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.0028194934129714966, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028194934129714966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09180571138858795, + 0.046095896512269974, + 0.036395154893398285, + 0.06400485336780548, + 0.19434680044651031, + 0.0689304992556572, + 0.0350739061832428, + 0.07099954783916473, + 0.3019278943538666, + 0.090419702231884 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0028194934129714966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933398246765137 + ], + "opposite_logprob_tokens": [ + -0.6933398246765137 + ], + "logprob_reward": -0.6933398246765137, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933398246765137, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0608571320772171, + 0.03413482382893562, + 0.023482223972678185, + 0.061581119894981384, + 0.08725795894861221, + 0.14584578573703766, + 0.11909293383359909, + 0.04584088549017906, + 0.3539922833442688, + 0.06791486591100693 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.6933398246765137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, steady pan from above sweeps across a vast, dark tactical map, rendered entirely in the game's signature blend of hand-painted textures and sharp lines. The map's background is a deep, almost black matte, with faint, almost imperceptible silver lines outlining the contours of ancient city-states and mountain ranges. Against this hushed backdrop, a destructive storm energy unfolds in an ominous ballet. Centered in a halo of deep crimson and ionized purple, its countless strands of energy twist and stretch like living creatures, dancing and expanding outward with an eerie grace, like the aurora borealis. These pulsating arcs of energy spread silently across the map, their erratic light casting long, shifting shadows across its textures. Each flicker illuminates more detail beneath, yet also devours it relentlessly. The camera moves steadily, capturing the gradual evolution of this energy from a concentrated singularity to a gorgeous yet deadly energy field covering a large area. The entire picture is full of contradictory tension, showing a fascinating and terrifying ominous beauty in the quiet darkness.", + "seed": 1148, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_1/index_3620_seed_1148_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.49418068435043094, + "vlm_logprob": -0.49418068435043094, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.49418068435043094, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.702218770980835 + ], + "opposite_logprob_tokens": [ + -0.20221872627735138 + ], + "logprob_reward": -1.702218770980835, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.702218770980835, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18241290748119354, + 0.14908762276172638, + 0.16394822299480438, + 0.029272256419062614, + 0.041716963052749634, + 0.1214178204536438, + 0.03387651965022087, + 0.1835951954126358, + 0.02198077365756035, + 0.07269179075956345 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -1.702218770980835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711745500564575 + ], + "opposite_logprob_tokens": [ + -2.127117395401001 + ], + "logprob_reward": -0.12711745500564575, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711745500564575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15720082819461823, + 0.2405366152524948, + 0.3459101915359497, + 0.02482590824365616, + 0.03073718771338463, + 0.01973823644220829, + 0.0299532413482666, + 0.06444113701581955, + 0.030256375670433044, + 0.05640032887458801 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.12711745500564575 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004102268256247044 + ], + "opposite_logprob_tokens": [ + -5.5041022300720215 + ], + "logprob_reward": -0.004102268256247044, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004102268256247044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2107856571674347, + 0.1206270083785057, + 0.1604974865913391, + 0.03917045146226883, + 0.08084525913000107, + 0.06524777412414551, + 0.03486000746488571, + 0.13884496688842773, + 0.04403408244252205, + 0.10508737713098526 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.004102268256247044 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046443212777376175 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.0046443212777376175, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046443212777376175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39732882380485535, + 0.09974385052919388, + 0.06285180151462555, + 0.04111108556389809, + 0.05532562732696533, + 0.0867636650800705, + 0.0374920591711998, + 0.10247927904129028, + 0.044537920504808426, + 0.07236584275960922 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0046443212777376175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328206062316895 + ], + "opposite_logprob_tokens": [ + -0.7578206062316895 + ], + "logprob_reward": -0.6328206062316895, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328206062316895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07093307375907898, + 0.029077021405100822, + 0.49899494647979736, + 0.006927660666406155, + 0.026215622201561928, + 0.05736485496163368, + 0.022197894752025604, + 0.23617015779018402, + 0.035134222358465195, + 0.016984550282359123 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.6328206062316895 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, steady pan from above sweeps across a vast, dark tactical map, rendered entirely in the game's signature blend of hand-painted textures and sharp lines. The map's background is a deep, almost black matte, with faint, almost imperceptible silver lines outlining the contours of ancient city-states and mountain ranges. Against this hushed backdrop, a destructive storm energy unfolds in an ominous ballet. Centered in a halo of deep crimson and ionized purple, its countless strands of energy twist and stretch like living creatures, dancing and expanding outward with an eerie grace, like the aurora borealis. These pulsating arcs of energy spread silently across the map, their erratic light casting long, shifting shadows across its textures. Each flicker illuminates more detail beneath, yet also devours it relentlessly. The camera moves steadily, capturing the gradual evolution of this energy from a concentrated singularity to a gorgeous yet deadly energy field covering a large area. The entire picture is full of contradictory tension, showing a fascinating and terrifying ominous beauty in the quiet darkness.", + "seed": 1149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_1/index_3620_seed_1149_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3429572934634052, + "vlm_logprob": -0.3429572934634052, + "vlm_yes_no_margin": 3.075000011920929, + "vlm_token_credit": -0.3429572934634052, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43234747648239136 + ], + "opposite_logprob_tokens": [ + -1.0573475360870361 + ], + "logprob_reward": -0.43234747648239136, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.43234747648239136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.309302419424057, + 0.1361699253320694, + 0.10687259584665298, + 0.06722553074359894, + 0.14041094481945038, + 0.04037173092365265, + 0.06665592640638351, + 0.029788019135594368, + 0.07641798257827759, + 0.02678493782877922 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.43234747648239136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428202986717224 + ], + "opposite_logprob_tokens": [ + -2.017820358276367 + ], + "logprob_reward": -0.1428202986717224, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428202986717224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3401142358779907, + 0.24736368656158447, + 0.08096177875995636, + 0.06644244492053986, + 0.04887238144874573, + 0.03263705223798752, + 0.04869924858212471, + 0.02756076119840145, + 0.07862430810928345, + 0.028724145144224167 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.1428202986717224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006367324967868626 + ], + "opposite_logprob_tokens": [ + -7.375636577606201 + ], + "logprob_reward": -0.0006367324967868626, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006367324967868626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30355775356292725, + 0.11489042639732361, + 0.1257011741399765, + 0.07470887899398804, + 0.12261652946472168, + 0.04599657282233238, + 0.06536253541707993, + 0.022862233221530914, + 0.07950837165117264, + 0.044795550405979156 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0006367324967868626 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019415830029174685 + ], + "opposite_logprob_tokens": [ + -6.251941680908203 + ], + "logprob_reward": -0.0019415830029174685, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019415830029174685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28207993507385254, + 0.12978240847587585, + 0.13301172852516174, + 0.09482485055923462, + 0.08595109730958939, + 0.06433021277189255, + 0.0485389307141304, + 0.03604258596897125, + 0.08171813935041428, + 0.043720096349716187 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0019415830029174685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137040376663208 + ], + "opposite_logprob_tokens": [ + -0.387040376663208 + ], + "logprob_reward": -1.137040376663208, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137040376663208, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.34688806533813477, + 0.09201811999082565, + 0.11338688433170319, + 0.07689554989337921, + 0.049620121717453, + 0.029990697279572487, + 0.020713459700345993, + 0.09767206758260727, + 0.11430623382329941, + 0.058508798480033875 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -1.137040376663208 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, steady pan from above sweeps across a vast, dark tactical map, rendered entirely in the game's signature blend of hand-painted textures and sharp lines. The map's background is a deep, almost black matte, with faint, almost imperceptible silver lines outlining the contours of ancient city-states and mountain ranges. Against this hushed backdrop, a destructive storm energy unfolds in an ominous ballet. Centered in a halo of deep crimson and ionized purple, its countless strands of energy twist and stretch like living creatures, dancing and expanding outward with an eerie grace, like the aurora borealis. These pulsating arcs of energy spread silently across the map, their erratic light casting long, shifting shadows across its textures. Each flicker illuminates more detail beneath, yet also devours it relentlessly. The camera moves steadily, capturing the gradual evolution of this energy from a concentrated singularity to a gorgeous yet deadly energy field covering a large area. The entire picture is full of contradictory tension, showing a fascinating and terrifying ominous beauty in the quiet darkness.", + "seed": 1150, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_1/index_3620_seed_1150_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17051849492127075, + "vlm_logprob": -0.17051849492127075, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.17051849492127075, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03648647665977478 + ], + "opposite_logprob_tokens": [ + -3.4114863872528076 + ], + "logprob_reward": -0.03648647665977478, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03648647665977478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1393352597951889, + 0.036566782742738724, + 0.005795154254883528, + 0.013435686938464642, + 0.01612722873687744, + 0.013301113620400429, + 0.010063550435006618, + 0.10208752006292343, + 0.5263656973838806, + 0.1369219422340393 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.03648647665977478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497618764638901 + ], + "opposite_logprob_tokens": [ + -2.929976224899292 + ], + "logprob_reward": -0.05497618764638901, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497618764638901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09118113666772842, + 0.0678672343492508, + 0.014508982188999653, + 0.03682786598801613, + 0.03629714623093605, + 0.030836397781968117, + 0.010141358710825443, + 0.16670037806034088, + 0.3707323670387268, + 0.1749071180820465 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.05497618764638901 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004966217675246298 + ], + "opposite_logprob_tokens": [ + -7.6254963874816895 + ], + "logprob_reward": -0.0004966217675246298, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004966217675246298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38069671392440796, + 0.11957690119743347, + 0.015344974584877491, + 0.033220186829566956, + 0.04336969926953316, + 0.022104067727923393, + 0.026572495698928833, + 0.1480034738779068, + 0.021814078092575073, + 0.1892973929643631 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0004966217675246298 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818423556163907 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.002818423556163907, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818423556163907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32778018712997437, + 0.18417392671108246, + 0.040812622755765915, + 0.05171510949730873, + 0.03908750042319298, + 0.05801285803318024, + 0.040713466703891754, + 0.18560735881328583, + 0.025207513943314552, + 0.0468895323574543 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.002818423556163907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a tactical map featuring hand-painted textures and sharp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the map background a deep, almost black matte color with faint silver lines outlining city-states and mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a destructive storm energy visible, colored with deep crimson and ionized purple strands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy start as a concentrated singularity and expand outward to cover a large area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578147649765015 + ], + "opposite_logprob_tokens": [ + -0.6328147649765015 + ], + "logprob_reward": -0.7578147649765015, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578147649765015, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2313360720872879, + 0.5032895803451538, + 0.013083105906844139, + 0.016855012625455856, + 0.017739856615662575, + 0.021907532587647438, + 0.03221430629491806, + 0.06652954965829849, + 0.04392043128609657, + 0.053124528378248215 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.7578147649765015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_10/index_tensor([9831, 9831])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_10/index_tensor([9831, 9831])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8b1e88c190aa62f1d79284873e516807eb795ded --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_10/index_tensor([9831, 9831])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot with a handheld camera, this low-angle, medium close-up shot subtly drifts to convey a sense of personal wonder. It centers on a young Japanese girl standing in the tranquil grounds of a shrine at night. She is dressed in the traditional red and white attire of a shrine maiden: the crisp fabric of her white kosode top and flowing red hakama pants stands out starkly against the darkness. Her long, glossy black hair is neatly styled, and her head is tilted back perfectly as she gazes upward. Her face, etched with pure awe, is dynamically illuminated from above; her large, dark eyes reflect the manifestation of the universe, her lips slightly parted in silent wonder. In the background, the elegant wooden architecture of the shrine and the silhouettes of ancient cedar trees are faintly visible, and stone lanterns cast a soft, warm glow on the ground. Above her head, a spectacular meteor shower rains down, captured with the impossible detail and vibrant colors of high-speed nature photography. Each fiery streak is silhouetted against the deep blue night sky, creating an awe-inspiring atmosphere of magical, personal discovery.", + "seed": 22097, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_10/index_9831_seed_22097_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04889210239052773, + "vlm_logprob": -0.04889210239052773, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.04889210239052773, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03131377696990967 + ], + "opposite_logprob_tokens": [ + -3.531313896179199 + ], + "logprob_reward": -0.03131377696990967, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03131377696990967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17352409660816193, + 0.0886453241109848, + 0.17027007043361664, + 0.04237290471792221, + 0.020529087632894516, + 0.031198039650917053, + 0.08821750432252884, + 0.2609887719154358, + 0.0625903457403183, + 0.06166393309831619 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.03131377696990967 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981683425605297 + ], + "opposite_logprob_tokens": [ + -3.5298168659210205 + ], + "logprob_reward": -0.02981683425605297, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981683425605297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10588927567005157, + 0.09278075397014618, + 0.2364218682050705, + 0.05054011568427086, + 0.048037782311439514, + 0.10245458781719208, + 0.04860306531190872, + 0.14806988835334778, + 0.08681715279817581, + 0.08038550615310669 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.02981683425605297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200353994965553 + ], + "opposite_logprob_tokens": [ + -4.264200210571289 + ], + "logprob_reward": -0.014200353994965553, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200353994965553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10697320103645325, + 0.06270182132720947, + 0.06957688927650452, + 0.0391429103910923, + 0.04413312301039696, + 0.05217227339744568, + 0.15157976746559143, + 0.07777469605207443, + 0.29971057176589966, + 0.09623473882675171 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.014200353994965553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347588747739792 + ], + "opposite_logprob_tokens": [ + -3.6513476371765137 + ], + "logprob_reward": -0.026347588747739792, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347588747739792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11562953144311905, + 0.08477935940027237, + 0.222488671541214, + 0.2233688235282898, + 0.036875445395708084, + 0.02239597961306572, + 0.03827342018485069, + 0.024064205586910248, + 0.05162772163748741, + 0.18049684166908264 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.026347588747739792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278195798397064 + ], + "opposite_logprob_tokens": [ + -2.017781972885132 + ], + "logprob_reward": -0.14278195798397064, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278195798397064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08071521669626236, + 0.08029574900865555, + 0.10309191793203354, + 0.036130618304014206, + 0.05788637697696686, + 0.10291099548339844, + 0.08608495444059372, + 0.11608005315065384, + 0.23205041885375977, + 0.10475370287895203 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.14278195798397064 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with a handheld camera, this low-angle, medium close-up shot subtly drifts to convey a sense of personal wonder. It centers on a young Japanese girl standing in the tranquil grounds of a shrine at night. She is dressed in the traditional red and white attire of a shrine maiden: the crisp fabric of her white kosode top and flowing red hakama pants stands out starkly against the darkness. Her long, glossy black hair is neatly styled, and her head is tilted back perfectly as she gazes upward. Her face, etched with pure awe, is dynamically illuminated from above; her large, dark eyes reflect the manifestation of the universe, her lips slightly parted in silent wonder. In the background, the elegant wooden architecture of the shrine and the silhouettes of ancient cedar trees are faintly visible, and stone lanterns cast a soft, warm glow on the ground. Above her head, a spectacular meteor shower rains down, captured with the impossible detail and vibrant colors of high-speed nature photography. Each fiery streak is silhouetted against the deep blue night sky, creating an awe-inspiring atmosphere of magical, personal discovery.", + "seed": 22098, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_10/index_9831_seed_22098_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020097090862691402, + "vlm_logprob": -0.020097090862691402, + "vlm_yes_no_margin": 4.274999952316284, + "vlm_token_credit": -0.020097090862691402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012983076274394989 + ], + "opposite_logprob_tokens": [ + -4.6379828453063965 + ], + "logprob_reward": -0.012983076274394989, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012983076274394989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2626309394836426, + 0.08062104135751724, + 0.10672515630722046, + 0.051529038697481155, + 0.04437245428562164, + 0.02532181516289711, + 0.2795006036758423, + 0.06601902842521667, + 0.035512715578079224, + 0.047767166048288345 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.012983076274394989 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746845785528421 + ], + "opposite_logprob_tokens": [ + -5.006746768951416 + ], + "logprob_reward": -0.006746845785528421, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746845785528421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1504775583744049, + 0.1729261875152588, + 0.12867537140846252, + 0.08734609931707382, + 0.03903588652610779, + 0.023785585537552834, + 0.2049412727355957, + 0.04502871632575989, + 0.03758041188120842, + 0.11020289361476898 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.006746845785528421 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626701612025499 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626701612025499, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626701612025499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09413572400808334, + 0.05375096574425697, + 0.09486350417137146, + 0.03225371241569519, + 0.03847907856106758, + 0.014227871783077717, + 0.5618338584899902, + 0.029816538095474243, + 0.042504992336034775, + 0.03813370317220688 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.007626701612025499 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186718225479126 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186718225479126, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018186718225479126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.165387362241745, + 0.091717928647995, + 0.2891247570514679, + 0.061559293419122696, + 0.08988567441701889, + 0.037244416773319244, + 0.15459920465946198, + 0.05118535831570625, + 0.032078009098768234, + 0.027218032628297806 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.018186718225479126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054942112416028976 + ], + "opposite_logprob_tokens": [ + -2.9299421310424805 + ], + "logprob_reward": -0.054942112416028976, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054942112416028976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16082288324832916, + 0.10849928855895996, + 0.09235970675945282, + 0.07361816614866257, + 0.0814581960439682, + 0.046200335025787354, + 0.12545253336429596, + 0.11330755054950714, + 0.09537646174430847, + 0.10290482640266418 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.054942112416028976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with a handheld camera, this low-angle, medium close-up shot subtly drifts to convey a sense of personal wonder. It centers on a young Japanese girl standing in the tranquil grounds of a shrine at night. She is dressed in the traditional red and white attire of a shrine maiden: the crisp fabric of her white kosode top and flowing red hakama pants stands out starkly against the darkness. Her long, glossy black hair is neatly styled, and her head is tilted back perfectly as she gazes upward. Her face, etched with pure awe, is dynamically illuminated from above; her large, dark eyes reflect the manifestation of the universe, her lips slightly parted in silent wonder. In the background, the elegant wooden architecture of the shrine and the silhouettes of ancient cedar trees are faintly visible, and stone lanterns cast a soft, warm glow on the ground. Above her head, a spectacular meteor shower rains down, captured with the impossible detail and vibrant colors of high-speed nature photography. Each fiery streak is silhouetted against the deep blue night sky, creating an awe-inspiring atmosphere of magical, personal discovery.", + "seed": 22099, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_10/index_9831_seed_22099_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01430100854486227, + "vlm_logprob": -0.01430100854486227, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.01430100854486227, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007839507423341274 + ], + "opposite_logprob_tokens": [ + -5.382839679718018 + ], + "logprob_reward": -0.007839507423341274, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.007839507423341274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08893019706010818, + 0.1050625815987587, + 0.0262589193880558, + 0.12530580163002014, + 0.07763443142175674, + 0.05593808367848396, + 0.032992586493492126, + 0.09093616902828217, + 0.3286818563938141, + 0.06825936585664749 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.007839507423341274 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790733456611633 + ], + "opposite_logprob_tokens": [ + -4.634790897369385 + ], + "logprob_reward": -0.009790733456611633, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790733456611633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043702296912670135, + 0.02729898877441883, + 0.06230876222252846, + 0.11763773113489151, + 0.4375152289867401, + 0.0709037184715271, + 0.07055363059043884, + 0.08588308095932007, + 0.04983582720160484, + 0.03436071798205376 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.009790733456611633 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673524197191 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.00673524197191, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673524197191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08960475027561188, + 0.2623196840286255, + 0.06361044943332672, + 0.143767312169075, + 0.21409863233566284, + 0.06715952605009079, + 0.0251640435308218, + 0.037522997707128525, + 0.037578798830509186, + 0.0591738298535347 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.00673524197191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091345705091953 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091345705091953, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091345705091953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13995292782783508, + 0.04667050391435623, + 0.11878969520330429, + 0.29774215817451477, + 0.03528323024511337, + 0.11799045652151108, + 0.07907387614250183, + 0.10058198124170303, + 0.02192496694624424, + 0.041990168392658234 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.004091345705091953 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304821416735649 + ], + "opposite_logprob_tokens": [ + -3.168048143386841 + ], + "logprob_reward": -0.04304821416735649, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304821416735649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19186677038669586, + 0.1865256428718567, + 0.13049069046974182, + 0.14899832010269165, + 0.09002950042486191, + 0.07272300869226456, + 0.027034983038902283, + 0.0381985679268837, + 0.09115223586559296, + 0.022980237379670143 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04304821416735649 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with a handheld camera, this low-angle, medium close-up shot subtly drifts to convey a sense of personal wonder. It centers on a young Japanese girl standing in the tranquil grounds of a shrine at night. She is dressed in the traditional red and white attire of a shrine maiden: the crisp fabric of her white kosode top and flowing red hakama pants stands out starkly against the darkness. Her long, glossy black hair is neatly styled, and her head is tilted back perfectly as she gazes upward. Her face, etched with pure awe, is dynamically illuminated from above; her large, dark eyes reflect the manifestation of the universe, her lips slightly parted in silent wonder. In the background, the elegant wooden architecture of the shrine and the silhouettes of ancient cedar trees are faintly visible, and stone lanterns cast a soft, warm glow on the ground. Above her head, a spectacular meteor shower rains down, captured with the impossible detail and vibrant colors of high-speed nature photography. Each fiery streak is silhouetted against the deep blue night sky, creating an awe-inspiring atmosphere of magical, personal discovery.", + "seed": 22100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_10/index_9831_seed_22100_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02026036661118269, + "vlm_logprob": -0.02026036661118269, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.02026036661118269, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023755107074975967 + ], + "opposite_logprob_tokens": [ + -3.8987550735473633 + ], + "logprob_reward": -0.023755107074975967, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023755107074975967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2658541798591614, + 0.06692865490913391, + 0.09277072548866272, + 0.14496362209320068, + 0.10270015150308609, + 0.05993163585662842, + 0.032141055911779404, + 0.06610389053821564, + 0.12171949446201324, + 0.0468866191804409 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.023755107074975967 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650331757962704 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650331757962704, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650331757962704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11650942265987396, + 0.06025049835443497, + 0.2666366398334503, + 0.1497003734111786, + 0.22789916396141052, + 0.037322621792554855, + 0.034369103610515594, + 0.0576159730553627, + 0.026534484699368477, + 0.02316177263855934 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.008650331757962704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778810665011406 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009778810665011406, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778810665011406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09553371369838715, + 0.0543491467833519, + 0.06379062682390213, + 0.4224855303764343, + 0.06972864270210266, + 0.038369596004486084, + 0.0768878236413002, + 0.09045905619859695, + 0.04416324198246002, + 0.044232700020074844 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.009778810665011406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071652993559837 + ], + "opposite_logprob_tokens": [ + -4.141071796417236 + ], + "logprob_reward": -0.016071652993559837, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071652993559837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23644079267978668, + 0.06472768634557724, + 0.05241870880126953, + 0.10148447006940842, + 0.02856265939772129, + 0.04898365959525108, + 0.10639899224042892, + 0.3132052719593048, + 0.021986188367009163, + 0.025791581720113754 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.016071652993559837 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium close-up of a young Japanese girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a traditional red and white shrine maiden outfit consisting of a white kosode top and red hakama pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's head tilted back with her large dark eyes reflecting light and her lips slightly parted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible as a shrine at night with wooden architecture, ancient cedar trees, and stone lanterns casting a warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement a subtle handheld drift, and is there a meteor shower raining down above the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043045930564403534 + ], + "opposite_logprob_tokens": [ + -3.168045997619629 + ], + "logprob_reward": -0.043045930564403534, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043045930564403534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14116916060447693, + 0.05443283170461655, + 0.05244935676455498, + 0.2676450312137604, + 0.029899073764681816, + 0.04946126043796539, + 0.07865919917821884, + 0.22891129553318024, + 0.06444244831800461, + 0.03293038159608841 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.043045930564403534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_11/index_tensor([5236, 5236])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_11/index_tensor([5236, 5236])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..58f1f30e0fe017c97bcd4b03b0bf80449d36a702 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_11/index_tensor([5236, 5236])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, medium shot captures a captivating Pekingese dog, its distinctive flat face and luxurious, flowing coat of soft, meticulously groomed fur, rendered in exquisite detail. The joyful pup sits attentively on a polished hardwood floor, the rich, warm wood tones gleaming in the ambient light. Its fluffy, feathery tail whips back and forth with unbridled enthusiasm, its rapid movements creating a soft blur of motion that symbolizes pure contentment. A brilliant golden sunbeam streams in through a nearby window, capturing countless tiny dust particles as they dance and twirl in the air. This glow beautifully accentuates the soft texture of the dog's fur and casts gentle, elongated shadows across the floor, creating a serene and warm atmosphere filled with quiet, familial joy.", + "seed": 7691, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_11/index_5236_seed_7691_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028439677879214288, + "vlm_logprob": -0.028439677879214288, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.028439677879214288, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009144921787083149 + ], + "opposite_logprob_tokens": [ + -4.7591447830200195 + ], + "logprob_reward": -0.009144921787083149, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009144921787083149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22746175527572632, + 0.0869043692946434, + 0.06755013018846512, + 0.04726574569940567, + 0.25572827458381653, + 0.15441150963306427, + 0.03280860558152199, + 0.055313657969236374, + 0.040918268263339996, + 0.031637731939554214 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.009144921787083149 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011093133129179478 + ], + "opposite_logprob_tokens": [ + -4.5110931396484375 + ], + "logprob_reward": -0.011093133129179478, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011093133129179478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6998189687728882, + 0.04934396967291832, + 0.06783618777990341, + 0.020451132208108902, + 0.05164448916912079, + 0.02294905111193657, + 0.013503707014024258, + 0.039125971496105194, + 0.015721864998340607, + 0.01960463635623455 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.011093133129179478 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.070048488676548 + ], + "opposite_logprob_tokens": [ + -2.6950485706329346 + ], + "logprob_reward": -0.070048488676548, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.070048488676548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15232306718826294, + 0.16447697579860687, + 0.06795287132263184, + 0.04347604513168335, + 0.36009201407432556, + 0.036145731806755066, + 0.025444045662879944, + 0.08450798690319061, + 0.02235587313771248, + 0.04322536289691925 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.070048488676548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033729106187820435 + ], + "opposite_logprob_tokens": [ + -3.408729076385498 + ], + "logprob_reward": -0.033729106187820435, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033729106187820435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2966296672821045, + 0.1337755173444748, + 0.14943818747997284, + 0.027432618662714958, + 0.18142062425613403, + 0.04930747672915459, + 0.018465334549546242, + 0.09046932309865952, + 0.015748465433716774, + 0.037312790751457214 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.033729106187820435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818273961544037 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818273961544037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818273961544037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2729170620441437, + 0.1424371600151062, + 0.1037847101688385, + 0.034789420664310455, + 0.051299240440130234, + 0.10685521364212036, + 0.036748405545949936, + 0.1428828239440918, + 0.03888775780797005, + 0.06939816474914551 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01818273961544037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a captivating Pekingese dog, its distinctive flat face and luxurious, flowing coat of soft, meticulously groomed fur, rendered in exquisite detail. The joyful pup sits attentively on a polished hardwood floor, the rich, warm wood tones gleaming in the ambient light. Its fluffy, feathery tail whips back and forth with unbridled enthusiasm, its rapid movements creating a soft blur of motion that symbolizes pure contentment. A brilliant golden sunbeam streams in through a nearby window, capturing countless tiny dust particles as they dance and twirl in the air. This glow beautifully accentuates the soft texture of the dog's fur and casts gentle, elongated shadows across the floor, creating a serene and warm atmosphere filled with quiet, familial joy.", + "seed": 7692, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_11/index_5236_seed_7692_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04349110424518585, + "vlm_logprob": -0.04349110424518585, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04349110424518585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030543329194188118 + ], + "opposite_logprob_tokens": [ + -3.530543327331543 + ], + "logprob_reward": -0.030543329194188118, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030543329194188118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20956075191497803, + 0.10168708860874176, + 0.09649410098791122, + 0.07945793867111206, + 0.09923465549945831, + 0.02416127175092697, + 0.021717574447393417, + 0.08718136698007584, + 0.09305126965045929, + 0.18745402991771698 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.030543329194188118 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088545322418213 + ], + "opposite_logprob_tokens": [ + -4.141088485717773 + ], + "logprob_reward": -0.016088545322418213, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088545322418213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24909597635269165, + 0.14473047852516174, + 0.04331297427415848, + 0.06187344714999199, + 0.06505703181028366, + 0.0418507419526577, + 0.059769172221422195, + 0.036144375801086426, + 0.27589911222457886, + 0.022266702726483345 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.016088545322418213 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284592866897583 + ], + "opposite_logprob_tokens": [ + -2.017845869064331 + ], + "logprob_reward": -0.14284592866897583, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284592866897583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2638852894306183, + 0.17071078717708588, + 0.06896201521158218, + 0.07403656095266342, + 0.07940255105495453, + 0.05545893684029579, + 0.03583094850182533, + 0.09372585266828537, + 0.1060485914349556, + 0.051938459277153015 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.14284592866897583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794510900974274 + ], + "opposite_logprob_tokens": [ + -4.63479471206665 + ], + "logprob_reward": -0.009794510900974274, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794510900974274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06978340446949005, + 0.15512417256832123, + 0.061091747134923935, + 0.08623035997152328, + 0.03809849172830582, + 0.05143064633011818, + 0.04126741364598274, + 0.061683330684900284, + 0.41612014174461365, + 0.01917027123272419 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.009794510900974274 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183207139372826 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183207139372826, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183207139372826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17558616399765015, + 0.1447891891002655, + 0.08920051902532578, + 0.11464505642652512, + 0.11536207050085068, + 0.1316748559474945, + 0.03633790463209152, + 0.04130217432975769, + 0.10652261972427368, + 0.04457947239279747 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.018183207139372826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a captivating Pekingese dog, its distinctive flat face and luxurious, flowing coat of soft, meticulously groomed fur, rendered in exquisite detail. The joyful pup sits attentively on a polished hardwood floor, the rich, warm wood tones gleaming in the ambient light. Its fluffy, feathery tail whips back and forth with unbridled enthusiasm, its rapid movements creating a soft blur of motion that symbolizes pure contentment. A brilliant golden sunbeam streams in through a nearby window, capturing countless tiny dust particles as they dance and twirl in the air. This glow beautifully accentuates the soft texture of the dog's fur and casts gentle, elongated shadows across the floor, creating a serene and warm atmosphere filled with quiet, familial joy.", + "seed": 7693, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_11/index_5236_seed_7693_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08822098821401596, + "vlm_logprob": -0.08822098821401596, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.08822098821401596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009374764747917652 + ], + "opposite_logprob_tokens": [ + -4.759374618530273 + ], + "logprob_reward": -0.009374764747917652, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009374764747917652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050012215971946716, + 0.015592987649142742, + 0.03332820162177086, + 0.049406398087739944, + 0.03172408416867256, + 0.6987000107765198, + 0.03508434444665909, + 0.012148003093898296, + 0.022551579400897026, + 0.05145217850804329 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.009374764747917652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009799114428460598 + ], + "opposite_logprob_tokens": [ + -4.634799003601074 + ], + "logprob_reward": -0.009799114428460598, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009799114428460598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03474248945713043, + 0.03510229289531708, + 0.055972062051296234, + 0.035340890288352966, + 0.0918445959687233, + 0.5741526484489441, + 0.05739564821124077, + 0.0425238199532032, + 0.04328974708914757, + 0.02963581122457981 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.009799114428460598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38714131712913513 + ], + "opposite_logprob_tokens": [ + -1.1371413469314575 + ], + "logprob_reward": -0.38714131712913513, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38714131712913513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06190488860011101, + 0.042429644614458084, + 0.12352293729782104, + 0.08281104266643524, + 0.02523665688931942, + 0.2859531342983246, + 0.03547155484557152, + 0.12341447174549103, + 0.040472809225320816, + 0.17878274619579315 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.38714131712913513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212576672434807 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.014212576672434807, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212576672434807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04067888483405113, + 0.03058568947017193, + 0.027006572112441063, + 0.009794219397008419, + 0.3163629174232483, + 0.513789176940918, + 0.023463036864995956, + 0.009550444781780243, + 0.006426572799682617, + 0.022342542186379433 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.014212576672434807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577168092131615 + ], + "opposite_logprob_tokens": [ + -3.8955771923065186 + ], + "logprob_reward": -0.020577168092131615, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577168092131615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021729564294219017, + 0.012751414440572262, + 0.03886586055159569, + 0.007526686415076256, + 0.04171520099043846, + 0.8159236907958984, + 0.012748240493237972, + 0.01800413802266121, + 0.007285033352673054, + 0.02345018833875656 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.020577168092131615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a captivating Pekingese dog, its distinctive flat face and luxurious, flowing coat of soft, meticulously groomed fur, rendered in exquisite detail. The joyful pup sits attentively on a polished hardwood floor, the rich, warm wood tones gleaming in the ambient light. Its fluffy, feathery tail whips back and forth with unbridled enthusiasm, its rapid movements creating a soft blur of motion that symbolizes pure contentment. A brilliant golden sunbeam streams in through a nearby window, capturing countless tiny dust particles as they dance and twirl in the air. This glow beautifully accentuates the soft texture of the dog's fur and casts gentle, elongated shadows across the floor, creating a serene and warm atmosphere filled with quiet, familial joy.", + "seed": 7694, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_11/index_5236_seed_7694_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04757338799536228, + "vlm_logprob": -0.04757338799536228, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.04757338799536228, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016801046207547188 + ], + "opposite_logprob_tokens": [ + -4.141800880432129 + ], + "logprob_reward": -0.016801046207547188, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016801046207547188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21781915426254272, + 0.03836071863770485, + 0.036375075578689575, + 0.05303196981549263, + 0.15094596147537231, + 0.3703557252883911, + 0.051958076655864716, + 0.04374700039625168, + 0.015670523047447205, + 0.02173580415546894 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.016801046207547188 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311715573072433 + ], + "opposite_logprob_tokens": [ + -3.7733116149902344 + ], + "logprob_reward": -0.023311715573072433, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311715573072433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2362491637468338, + 0.1487996131181717, + 0.055527251213788986, + 0.013378862291574478, + 0.1708606779575348, + 0.19878433644771576, + 0.08362722396850586, + 0.034272950142621994, + 0.03243051841855049, + 0.026069385930895805 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.023311715573072433 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129692941904068 + ], + "opposite_logprob_tokens": [ + -2.237969398498535 + ], + "logprob_reward": -0.1129692941904068, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129692941904068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2180543839931488, + 0.17494216561317444, + 0.06216816604137421, + 0.06922762095928192, + 0.04026025906205177, + 0.29784077405929565, + 0.03183281794190407, + 0.0586201474070549, + 0.01798637956380844, + 0.029067283496260643 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.1129692941904068 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054986678063869476 + ], + "opposite_logprob_tokens": [ + -2.9299867153167725 + ], + "logprob_reward": -0.054986678063869476, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054986678063869476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4328535199165344, + 0.07988794147968292, + 0.03576703742146492, + 0.036998480558395386, + 0.16758862137794495, + 0.09639960527420044, + 0.02556900680065155, + 0.058014947921037674, + 0.03706060349941254, + 0.029860325157642365 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.054986678063869476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pekingese dog with a flat face and luxurious, flowing coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog sitting attentively on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog's fluffy tail moving rapidly with a visible soft blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a brilliant golden sunbeam streaming through a window and illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798205941915512 + ], + "opposite_logprob_tokens": [ + -3.5297982692718506 + ], + "logprob_reward": -0.029798205941915512, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798205941915512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1864531934261322, + 0.08988481760025024, + 0.06540302187204361, + 0.035457003861665726, + 0.11924102157354355, + 0.3562973439693451, + 0.04899425432085991, + 0.03779659792780876, + 0.025018054991960526, + 0.03545476496219635 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.029798205941915512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_12/index_tensor([8993, 8993])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_12/index_tensor([8993, 8993])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..49213f14d4a86cbc971573d0277358b4f00617f3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_12/index_tensor([8993, 8993])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium-long shot depicts a weary, ancient king, his body withered, engulfed by the vast, austere stone throne. The entire scene is rendered in stark, high-contrast black and white, creating a powerful effect of contrast. The king, his unkempt white hair drooping from beneath a heavy, tarnished crown, slumps forward, his spine bent with defeat. His face, deeply etched with the sorrow of age, is a landscape of shadows and pale light, his eyes lost in the darkness of their sockets. He wears heavy, dark robes, frayed and caked with dust that gathers on the cold stone. The throne sits in a vast hall engulfed by darkness. The massive pillars are barely discernible in the gloom, their tops vanishing into an invisible, vaulted ceiling. The only movement is a slow, relentless process of decay: the hall’s single, high-light source is deliberately faded, causing creeping shadows to lengthen and crawl across the floor, steadily consuming the last remaining light from the king’s face and throne, visually embodying the profound, silent decay of his power and creating an oppressive, ultimately melancholic atmosphere.", + "seed": 26285, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_12/index_8993_seed_26285_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.22955148071050643, + "vlm_logprob": -0.22955148071050643, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.22955148071050643, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16406576335430145 + ], + "opposite_logprob_tokens": [ + -1.9140657186508179 + ], + "logprob_reward": -0.16406576335430145, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16406576335430145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08740083128213882, + 0.0349915437400341, + 0.01993565261363983, + 0.014219324104487896, + 0.6847243309020996, + 0.018795901909470558, + 0.019755804911255836, + 0.01590273529291153, + 0.0726468414068222, + 0.031626977026462555 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.16406576335430145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004112003371119499 + ], + "opposite_logprob_tokens": [ + -5.5041117668151855 + ], + "logprob_reward": -0.004112003371119499, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004112003371119499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16338378190994263, + 0.08271629363298416, + 0.05226629227399826, + 0.029111074283719063, + 0.04651566594839096, + 0.03749988600611687, + 0.026885516941547394, + 0.04403731971979141, + 0.44680655002593994, + 0.07077759504318237 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.004112003371119499 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636721171438694 + ], + "opposite_logprob_tokens": [ + -3.6513671875 + ], + "logprob_reward": -0.02636721171438694, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636721171438694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08572946488857269, + 0.03448871895670891, + 0.04728642851114273, + 0.044482938945293427, + 0.3481004238128662, + 0.022427935153245926, + 0.019068650901317596, + 0.03393242880702019, + 0.30291610956192017, + 0.06156691536307335 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.02636721171438694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270928829908371 + ], + "opposite_logprob_tokens": [ + -2.1270928382873535 + ], + "logprob_reward": -0.1270928829908371, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270928829908371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09172791242599487, + 0.0988595113158226, + 0.0590810663998127, + 0.02695406600832939, + 0.46700501441955566, + 0.010039996355772018, + 0.011352259665727615, + 0.031410086899995804, + 0.13127171993255615, + 0.07229841500520706 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.1270928829908371 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261195421218872 + ], + "opposite_logprob_tokens": [ + -0.5761195421218872 + ], + "logprob_reward": -0.8261195421218872, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261195421218872, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.055268436670303345, + 0.02124369889497757, + 0.04701928794384003, + 0.04841386899352074, + 0.5657883286476135, + 0.025040704756975174, + 0.027274340391159058, + 0.037502214312553406, + 0.08128901571035385, + 0.09116004407405853 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.8261195421218872 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level medium-long shot depicts a weary, ancient king, his body withered, engulfed by the vast, austere stone throne. The entire scene is rendered in stark, high-contrast black and white, creating a powerful effect of contrast. The king, his unkempt white hair drooping from beneath a heavy, tarnished crown, slumps forward, his spine bent with defeat. His face, deeply etched with the sorrow of age, is a landscape of shadows and pale light, his eyes lost in the darkness of their sockets. He wears heavy, dark robes, frayed and caked with dust that gathers on the cold stone. The throne sits in a vast hall engulfed by darkness. The massive pillars are barely discernible in the gloom, their tops vanishing into an invisible, vaulted ceiling. The only movement is a slow, relentless process of decay: the hall’s single, high-light source is deliberately faded, causing creeping shadows to lengthen and crawl across the floor, steadily consuming the last remaining light from the king’s face and throne, visually embodying the profound, silent decay of his power and creating an oppressive, ultimately melancholic atmosphere.", + "seed": 26286, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_12/index_8993_seed_26286_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10459329900331796, + "vlm_logprob": -0.10459329900331796, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.10459329900331796, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04661030322313309 + ], + "opposite_logprob_tokens": [ + -3.1716103553771973 + ], + "logprob_reward": -0.04661030322313309, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04661030322313309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036224525421857834, + 0.7672473788261414, + 0.024564571678638458, + 0.02740120142698288, + 0.015509778633713722, + 0.019154459238052368, + 0.015602044761180878, + 0.027354728430509567, + 0.027756905183196068, + 0.0391843244433403 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.04661030322313309 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017323975916951895 + ], + "opposite_logprob_tokens": [ + -6.376732349395752 + ], + "logprob_reward": -0.0017323975916951895, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017323975916951895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0607617013156414, + 0.49040699005126953, + 0.051917243748903275, + 0.018021050840616226, + 0.04135982692241669, + 0.028877899050712585, + 0.04671740159392357, + 0.0531572625041008, + 0.036436062306165695, + 0.17234453558921814 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0017323975916951895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007643500808626413 + ], + "opposite_logprob_tokens": [ + -4.882643699645996 + ], + "logprob_reward": -0.007643500808626413, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007643500808626413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0463683195412159, + 0.5074649453163147, + 0.04904864355921745, + 0.021431198343634605, + 0.034706298261880875, + 0.0687505379319191, + 0.04494614154100418, + 0.025301167741417885, + 0.029058510437607765, + 0.1729242503643036 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.007643500808626413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381055623292923 + ], + "opposite_logprob_tokens": [ + -3.2881054878234863 + ], + "logprob_reward": -0.0381055623292923, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381055623292923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037899479269981384, + 0.5157041549682617, + 0.0512547567486763, + 0.03264354169368744, + 0.03893834352493286, + 0.04241031035780907, + 0.0797613337635994, + 0.02211131900548935, + 0.030429454520344734, + 0.1488473117351532 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.0381055623292923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288747310638428 + ], + "opposite_logprob_tokens": [ + -1.0538747310638428 + ], + "logprob_reward": -0.4288747310638428, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288747310638428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08706319332122803, + 0.11541226506233215, + 0.042235203087329865, + 0.04283950850367546, + 0.038221415132284164, + 0.03881502524018288, + 0.06350945681333542, + 0.05985482409596443, + 0.05740676820278168, + 0.45464226603507996 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.4288747310638428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium-long shot depicts a weary, ancient king, his body withered, engulfed by the vast, austere stone throne. The entire scene is rendered in stark, high-contrast black and white, creating a powerful effect of contrast. The king, his unkempt white hair drooping from beneath a heavy, tarnished crown, slumps forward, his spine bent with defeat. His face, deeply etched with the sorrow of age, is a landscape of shadows and pale light, his eyes lost in the darkness of their sockets. He wears heavy, dark robes, frayed and caked with dust that gathers on the cold stone. The throne sits in a vast hall engulfed by darkness. The massive pillars are barely discernible in the gloom, their tops vanishing into an invisible, vaulted ceiling. The only movement is a slow, relentless process of decay: the hall’s single, high-light source is deliberately faded, causing creeping shadows to lengthen and crawl across the floor, steadily consuming the last remaining light from the king’s face and throne, visually embodying the profound, silent decay of his power and creating an oppressive, ultimately melancholic atmosphere.", + "seed": 26287, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_12/index_8993_seed_26287_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08980631278827786, + "vlm_logprob": -0.08980631278827786, + "vlm_yes_no_margin": 3.849999988079071, + "vlm_token_credit": -0.08980631278827786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015019191429018974 + ], + "opposite_logprob_tokens": [ + -4.390019416809082 + ], + "logprob_reward": -0.015019191429018974, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015019191429018974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10077185183763504, + 0.05482477694749832, + 0.02045273408293724, + 0.029770908877253532, + 0.02429572306573391, + 0.02170518971979618, + 0.049281373620033264, + 0.6545870900154114, + 0.025591645389795303, + 0.018718719482421875 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.015019191429018974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052655343897640705 + ], + "opposite_logprob_tokens": [ + -5.255265712738037 + ], + "logprob_reward": -0.0052655343897640705, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052655343897640705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035275790840387344, + 0.030471932142972946, + 0.019668104127049446, + 0.009267312474548817, + 0.05368705838918686, + 0.015606808476150036, + 0.10947103798389435, + 0.7041881084442139, + 0.01204617228358984, + 0.010317684151232243 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.0052655343897640705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036231130361557007 + ], + "opposite_logprob_tokens": [ + -5.628623008728027 + ], + "logprob_reward": -0.0036231130361557007, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036231130361557007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06561428308486938, + 0.020026344805955887, + 0.1081775575876236, + 0.020414380356669426, + 0.016287051141262054, + 0.027022043243050575, + 0.05896346643567085, + 0.6608560085296631, + 0.011669399216771126, + 0.010969496332108974 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0036231130361557007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038092825561761856 + ], + "opposite_logprob_tokens": [ + -3.288092851638794 + ], + "logprob_reward": -0.038092825561761856, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038092825561761856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12716113030910492, + 0.06665991246700287, + 0.0643291175365448, + 0.06926632672548294, + 0.08078216016292572, + 0.10454550385475159, + 0.11429910361766815, + 0.31457170844078064, + 0.02490520291030407, + 0.03347983956336975 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.038092825561761856 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870308995246887 + ], + "opposite_logprob_tokens": [ + -1.137030839920044 + ], + "logprob_reward": -0.3870308995246887, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3870308995246887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05407802015542984, + 0.05638672783970833, + 0.0699482262134552, + 0.06247388571500778, + 0.027012476697564125, + 0.04002699628472328, + 0.09525995701551437, + 0.5374061465263367, + 0.02992231398820877, + 0.02748529613018036 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.3870308995246887 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium-long shot depicts a weary, ancient king, his body withered, engulfed by the vast, austere stone throne. The entire scene is rendered in stark, high-contrast black and white, creating a powerful effect of contrast. The king, his unkempt white hair drooping from beneath a heavy, tarnished crown, slumps forward, his spine bent with defeat. His face, deeply etched with the sorrow of age, is a landscape of shadows and pale light, his eyes lost in the darkness of their sockets. He wears heavy, dark robes, frayed and caked with dust that gathers on the cold stone. The throne sits in a vast hall engulfed by darkness. The massive pillars are barely discernible in the gloom, their tops vanishing into an invisible, vaulted ceiling. The only movement is a slow, relentless process of decay: the hall’s single, high-light source is deliberately faded, causing creeping shadows to lengthen and crawl across the floor, steadily consuming the last remaining light from the king’s face and throne, visually embodying the profound, silent decay of his power and creating an oppressive, ultimately melancholic atmosphere.", + "seed": 26288, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_12/index_8993_seed_26288_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1540333792567253, + "vlm_logprob": -0.1540333792567253, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.1540333792567253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08291954547166824 + ], + "opposite_logprob_tokens": [ + -2.5829195976257324 + ], + "logprob_reward": -0.08291954547166824, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08291954547166824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19059701263904572, + 0.1327897012233734, + 0.24991923570632935, + 0.04998629912734032, + 0.03936772793531418, + 0.09769408404827118, + 0.07174480706453323, + 0.02860955521464348, + 0.06115540862083435, + 0.07813618332147598 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.08291954547166824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046571362763643265 + ], + "opposite_logprob_tokens": [ + -5.37965726852417 + ], + "logprob_reward": -0.0046571362763643265, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046571362763643265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17916005849838257, + 0.09011620283126831, + 0.08295708894729614, + 0.05496608838438988, + 0.12719851732254028, + 0.11538553237915039, + 0.07690104097127914, + 0.04707420989871025, + 0.16410544514656067, + 0.062135886400938034 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0046571362763643265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608608104288578 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.01608608104288578, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608608104288578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35696136951446533, + 0.10047589987516403, + 0.15831191837787628, + 0.05146387591958046, + 0.07717622071504593, + 0.08348546922206879, + 0.039785780012607574, + 0.036415498703718185, + 0.04239754378795624, + 0.05352650210261345 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01608608104288578 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337059386074543 + ], + "opposite_logprob_tokens": [ + -3.408705949783325 + ], + "logprob_reward": -0.0337059386074543, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337059386074543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13920816779136658, + 0.05226818472146988, + 0.36906060576438904, + 0.12632672488689423, + 0.13148345053195953, + 0.037847768515348434, + 0.03352648392319679, + 0.03422842547297478, + 0.03270392119884491, + 0.04334627464413643 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0337059386074543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient king with withered features and unkempt white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king wearing heavy, dark robes that are frayed and caked with dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast hall with massive pillars and a vaulted ceiling engulfed in darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a slow process of decay where shadows lengthen and crawl across the floor to consume the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327981948852539 + ], + "opposite_logprob_tokens": [ + -0.7577981948852539 + ], + "logprob_reward": -0.6327981948852539, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327981948852539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26379331946372986, + 0.0578954741358757, + 0.09018996357917786, + 0.034930530935525894, + 0.20232994854450226, + 0.11884358525276184, + 0.06584712117910385, + 0.033277932554483414, + 0.07344029098749161, + 0.05945185571908951 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.6327981948852539 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_13/index_tensor([8808, 8808])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_13/index_tensor([8808, 8808])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..58397ca8f5542a3f343948e714340e8f7576b081 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_13/index_tensor([8808, 8808])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This extremely close-up, static shot centers on the fibrous trunk of an ancient tree fern, filmed in mesmerizing slow motion at a high frame rate. The surface is an intricate, gnarled tapestry of interwoven dark brown and charcoal-gray fibers, with deep vertical cracks crisscrossing the rough, richly textured bark. In a subtle, almost imperceptible expansion, the trunk swells outward, as if taking a deep breath in eternity. Individual fibers stretch and pull apart with steady, deliberate tension, revealing paler, almost creamy tissue within the deepening cracks. The entire scene is defined by desaturated color grading and high contrast; a sharp beam of light pierces the ambient gloom, casting stark highlights on the raised bark while plunging the cracks into dramatic, deep shadows, rendering every detail of the subtle stretch with powerful and hypnotic clarity.", + "seed": 5847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_13/index_8808_seed_5847_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.34636770291253927, + "vlm_logprob": -0.34636770291253927, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.34636770291253927, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011982602998614311 + ], + "opposite_logprob_tokens": [ + -4.636982440948486 + ], + "logprob_reward": -0.011982602998614311, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011982602998614311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12224096804857254, + 0.15969395637512207, + 0.1488633006811142, + 0.08451661467552185, + 0.09879717975854874, + 0.1447354555130005, + 0.08785698562860489, + 0.03868892043828964, + 0.06542709469795227, + 0.04917948693037033 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.011982602998614311 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5021159648895264 + ], + "opposite_logprob_tokens": [ + -0.25211602449417114 + ], + "logprob_reward": -1.5021159648895264, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5021159648895264, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04955700412392616, + 0.05064523592591286, + 0.0452873520553112, + 0.054500628262758255, + 0.18225832283496857, + 0.4422832131385803, + 0.09783642739057541, + 0.02594887465238571, + 0.021166719496250153, + 0.030516283586621284 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -1.5021159648895264 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033725760877132416 + ], + "opposite_logprob_tokens": [ + -3.4087257385253906 + ], + "logprob_reward": -0.033725760877132416, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033725760877132416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08527949452400208, + 0.04154966399073601, + 0.040905192494392395, + 0.0742502212524414, + 0.09579884260892868, + 0.3460092842578888, + 0.10216020047664642, + 0.05044066905975342, + 0.06699507683515549, + 0.09661141037940979 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.033725760877132416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041007245890796185 + ], + "opposite_logprob_tokens": [ + -5.504100799560547 + ], + "logprob_reward": -0.0041007245890796185, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041007245890796185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13072559237480164, + 0.04531007632613182, + 0.07169093191623688, + 0.047164734452962875, + 0.1315545290708542, + 0.14720141887664795, + 0.1962735652923584, + 0.07687271386384964, + 0.06548445671796799, + 0.08772197365760803 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.0041007245890796185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799134612083435 + ], + "opposite_logprob_tokens": [ + -1.8049135208129883 + ], + "logprob_reward": -0.1799134612083435, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799134612083435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1343575268983841, + 0.1486426591873169, + 0.07783892750740051, + 0.05808953940868378, + 0.08186516910791397, + 0.10738759487867355, + 0.08359557390213013, + 0.0835878774523735, + 0.13956230878829956, + 0.08507288247346878 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.1799134612083435 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extremely close-up, static shot centers on the fibrous trunk of an ancient tree fern, filmed in mesmerizing slow motion at a high frame rate. The surface is an intricate, gnarled tapestry of interwoven dark brown and charcoal-gray fibers, with deep vertical cracks crisscrossing the rough, richly textured bark. In a subtle, almost imperceptible expansion, the trunk swells outward, as if taking a deep breath in eternity. Individual fibers stretch and pull apart with steady, deliberate tension, revealing paler, almost creamy tissue within the deepening cracks. The entire scene is defined by desaturated color grading and high contrast; a sharp beam of light pierces the ambient gloom, casting stark highlights on the raised bark while plunging the cracks into dramatic, deep shadows, rendering every detail of the subtle stretch with powerful and hypnotic clarity.", + "seed": 5848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_13/index_8808_seed_5848_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13913025071378798, + "vlm_logprob": -0.13913025071378798, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.13913025071378798, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00868188589811325 + ], + "opposite_logprob_tokens": [ + -5.008681774139404 + ], + "logprob_reward": -0.00868188589811325, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00868188589811325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20077396929264069, + 0.05128907784819603, + 0.08321545273065567, + 0.09846155345439911, + 0.21863146126270294, + 0.0869443267583847, + 0.12336466461420059, + 0.05485030636191368, + 0.03956272453069687, + 0.04290645569562912 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.00868188589811325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762226581573486 + ], + "opposite_logprob_tokens": [ + -0.8262226581573486 + ], + "logprob_reward": -0.5762226581573486, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762226581573486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13755133748054504, + 0.0202622190117836, + 0.07055835425853729, + 0.05646699666976929, + 0.4075860381126404, + 0.04943776875734329, + 0.027604488655924797, + 0.09785482287406921, + 0.0353497639298439, + 0.09732823073863983 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.5762226581573486 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900618761777878 + ], + "opposite_logprob_tokens": [ + -2.5790061950683594 + ], + "logprob_reward": -0.07900618761777878, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900618761777878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20413705706596375, + 0.04367080703377724, + 0.13307419419288635, + 0.043294213712215424, + 0.03404421731829643, + 0.0343906506896019, + 0.14474546909332275, + 0.11194969713687897, + 0.10306978225708008, + 0.14762389659881592 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.07900618761777878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001943010720424354 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.001943010720424354, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001943010720424354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20043908059597015, + 0.04731445387005806, + 0.07749839872121811, + 0.06332588195800781, + 0.2922215759754181, + 0.05895886942744255, + 0.0338030606508255, + 0.13170406222343445, + 0.04509202018380165, + 0.049642596393823624 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.001943010720424354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979751117527485 + ], + "opposite_logprob_tokens": [ + -3.5297975540161133 + ], + "logprob_reward": -0.02979751117527485, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979751117527485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2594207525253296, + 0.047751910984516144, + 0.041827503591775894, + 0.031602755188941956, + 0.15307733416557312, + 0.10025874525308609, + 0.05390912666916847, + 0.04916335269808769, + 0.08096753805875778, + 0.18202091753482819 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.02979751117527485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extremely close-up, static shot centers on the fibrous trunk of an ancient tree fern, filmed in mesmerizing slow motion at a high frame rate. The surface is an intricate, gnarled tapestry of interwoven dark brown and charcoal-gray fibers, with deep vertical cracks crisscrossing the rough, richly textured bark. In a subtle, almost imperceptible expansion, the trunk swells outward, as if taking a deep breath in eternity. Individual fibers stretch and pull apart with steady, deliberate tension, revealing paler, almost creamy tissue within the deepening cracks. The entire scene is defined by desaturated color grading and high contrast; a sharp beam of light pierces the ambient gloom, casting stark highlights on the raised bark while plunging the cracks into dramatic, deep shadows, rendering every detail of the subtle stretch with powerful and hypnotic clarity.", + "seed": 5849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_13/index_8808_seed_5849_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2794243732234463, + "vlm_logprob": -0.2794243732234463, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.2794243732234463, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012275619432330132 + ], + "opposite_logprob_tokens": [ + -4.637275695800781 + ], + "logprob_reward": -0.012275619432330132, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012275619432330132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18720455467700958, + 0.06349922716617584, + 0.08597198873758316, + 0.08811497688293457, + 0.03754311054944992, + 0.11088499426841736, + 0.18412387371063232, + 0.07761046290397644, + 0.09720593690872192, + 0.06784087419509888 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.012275619432330132 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313460350036621 + ], + "opposite_logprob_tokens": [ + -0.3134603202342987 + ], + "logprob_reward": -1.313460350036621, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313460350036621, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09324342012405396, + 0.1222841814160347, + 0.07263226062059402, + 0.0950440987944603, + 0.15081919729709625, + 0.11304153501987457, + 0.12236123532056808, + 0.08871319144964218, + 0.05025656893849373, + 0.09160438925027847 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -1.313460350036621 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043093543499708176 + ], + "opposite_logprob_tokens": [ + -3.16809344291687 + ], + "logprob_reward": -0.043093543499708176, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043093543499708176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03530126437544823, + 0.10200933367013931, + 0.05695052072405815, + 0.032869163900613785, + 0.0883103609085083, + 0.15309534966945648, + 0.04832608252763748, + 0.2906174659729004, + 0.1686772108078003, + 0.02384326234459877 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.043093543499708176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019434866262599826 + ], + "opposite_logprob_tokens": [ + -6.251943588256836 + ], + "logprob_reward": -0.0019434866262599826, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019434866262599826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06121375784277916, + 0.14335621893405914, + 0.06467152386903763, + 0.041710902005434036, + 0.07155250757932663, + 0.06879556179046631, + 0.12411446869373322, + 0.29035958647727966, + 0.07983675599098206, + 0.05438875034451485 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.0019434866262599826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348866522312164 + ], + "opposite_logprob_tokens": [ + -3.651348829269409 + ], + "logprob_reward": -0.026348866522312164, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348866522312164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03564285859465599, + 0.03326696902513504, + 0.040594857186079025, + 0.027775686234235764, + 0.056640513241291046, + 0.03079063631594181, + 0.10290061682462692, + 0.5964905023574829, + 0.027818886563181877, + 0.0480785146355629 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.026348866522312164 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extremely close-up, static shot centers on the fibrous trunk of an ancient tree fern, filmed in mesmerizing slow motion at a high frame rate. The surface is an intricate, gnarled tapestry of interwoven dark brown and charcoal-gray fibers, with deep vertical cracks crisscrossing the rough, richly textured bark. In a subtle, almost imperceptible expansion, the trunk swells outward, as if taking a deep breath in eternity. Individual fibers stretch and pull apart with steady, deliberate tension, revealing paler, almost creamy tissue within the deepening cracks. The entire scene is defined by desaturated color grading and high contrast; a sharp beam of light pierces the ambient gloom, casting stark highlights on the raised bark while plunging the cracks into dramatic, deep shadows, rendering every detail of the subtle stretch with powerful and hypnotic clarity.", + "seed": 5850, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_13/index_8808_seed_5850_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.25161876222118734, + "vlm_logprob": -0.25161876222118734, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.25161876222118734, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013020377606153488 + ], + "opposite_logprob_tokens": [ + -4.5130205154418945 + ], + "logprob_reward": -0.013020377606153488, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013020377606153488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04289889708161354, + 0.02427259460091591, + 0.020680909976363182, + 0.7350644469261169, + 0.07198458909988403, + 0.011115151457488537, + 0.010334912687540054, + 0.021226316690444946, + 0.047974132001399994, + 0.014448041096329689 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.013020377606153488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371002197265625 + ], + "opposite_logprob_tokens": [ + -0.3871001899242401 + ], + "logprob_reward": -1.1371002197265625, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1371002197265625, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.030687173828482628, + 0.04065018519759178, + 0.023034343495965004, + 0.6707860231399536, + 0.0923522487282753, + 0.029955066740512848, + 0.016098417341709137, + 0.01913614012300968, + 0.020606789737939835, + 0.056693609803915024 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -1.1371002197265625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207988038659096 + ], + "opposite_logprob_tokens": [ + -2.812079906463623 + ], + "logprob_reward": -0.06207988038659096, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207988038659096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011465105228126049, + 0.00912432186305523, + 0.008293909020721912, + 0.8966190218925476, + 0.03285106271505356, + 0.005897725000977516, + 0.004023248329758644, + 0.008815409615635872, + 0.005858398042619228, + 0.017051758244633675 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.06207988038659096 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028236540965735912 + ], + "opposite_logprob_tokens": [ + -5.877823829650879 + ], + "logprob_reward": -0.0028236540965735912, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028236540965735912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07663413882255554, + 0.0410974957048893, + 0.1355048418045044, + 0.2609744668006897, + 0.10696271061897278, + 0.07412198930978775, + 0.0468263179063797, + 0.06680063158273697, + 0.05273571237921715, + 0.13834168016910553 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.0028236540965735912 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up centered on the fibrous trunk of an ancient tree fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trunk exhibit a subtle outward swelling motion with individual fibers stretching and pulling apart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bark surface dark brown and charcoal-gray with deep vertical cracks revealing paler creamy tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a sharp beam of light creating stark highlights on raised bark and deep shadows in the cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306967929005623 + ], + "opposite_logprob_tokens": [ + -3.16806960105896 + ], + "logprob_reward": -0.04306967929005623, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306967929005623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01810351572930813, + 0.008056617341935635, + 0.006423660088330507, + 0.8538444638252258, + 0.04897497221827507, + 0.023094728589057922, + 0.011160356923937798, + 0.013302580453455448, + 0.008777961134910583, + 0.008261127397418022 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.04306967929005623 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_14/index_tensor([291, 291])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_14/index_tensor([291, 291])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d3a8ad8ee372ade4eb105b7a7e0033a8c62fc258 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_14/index_tensor([291, 291])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic, eye-level medium-long shot, rendered in surreal 3D animation, slowly approaches a young man standing on a city rooftop during the magic hour. He has sharp, chiseled features, a strong jawline, and dark, meticulously styled hair, with a single strand appearing pristine, subtly tousled in the breeze, catching the light. He wears a crisp white shirt, its realistic cotton texture visible, flowing gracefully in the wind. He stands in a relaxed pose, his hands tucked into the pockets of his dark trousers, near the concrete ledge of a rooftop. Below and behind him, a sprawling metropolis stretches to the horizon, its countless buildings and skyscrapers bathed in the warm golden glow of sunset. The sky is a stunning canvas, vibrant hues of orange, pink, and deep purple. His expression is one of deep, quiet contemplation, his gaze distant and his eyes crystal clear, perfectly reflecting the vibrant colors of the sky, creating a powerful atmosphere of tranquil introspection and poignant beauty.", + "seed": 22787, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_14/index_291_seed_22787_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06076464843936265, + "vlm_logprob": -0.06076464843936265, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.06076464843936265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01150108128786087 + ], + "opposite_logprob_tokens": [ + -4.636501312255859 + ], + "logprob_reward": -0.01150108128786087, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01150108128786087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38002756237983704, + 0.09340795129537582, + 0.03516841307282448, + 0.03547617420554161, + 0.0824565663933754, + 0.05895934998989105, + 0.07641926407814026, + 0.04855930060148239, + 0.06733177602291107, + 0.12219361960887909 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01150108128786087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521028518676758 + ], + "opposite_logprob_tokens": [ + -1.5021028518676758 + ], + "logprob_reward": -0.2521028518676758, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521028518676758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13985468447208405, + 0.06842618435621262, + 0.05505481734871864, + 0.053068939596414566, + 0.08270213752985, + 0.12379983067512512, + 0.15868951380252838, + 0.034479591995477676, + 0.22512058913707733, + 0.058803681284189224 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.2521028518676758 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348866522312164 + ], + "opposite_logprob_tokens": [ + -3.651348829269409 + ], + "logprob_reward": -0.026348866522312164, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348866522312164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23012618720531464, + 0.10499989986419678, + 0.11543557047843933, + 0.040974099189043045, + 0.08372791856527328, + 0.07185493409633636, + 0.17958374321460724, + 0.028037263080477715, + 0.08815768361091614, + 0.05710272863507271 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.026348866522312164 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335324952378869 + ], + "opposite_logprob_tokens": [ + -6.626335144042969 + ], + "logprob_reward": -0.001335324952378869, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335324952378869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2884492576122284, + 0.11407750099897385, + 0.06785745173692703, + 0.024335037916898727, + 0.10397274047136307, + 0.13459068536758423, + 0.044560641050338745, + 0.06576105207204819, + 0.08910435438156128, + 0.06729120761156082 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.001335324952378869 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253511756658554 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.01253511756658554, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253511756658554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20829597115516663, + 0.09074684232473373, + 0.06142257899045944, + 0.03656735271215439, + 0.04230659455060959, + 0.08985248953104019, + 0.07403300702571869, + 0.09387290477752686, + 0.08192598074674606, + 0.22097626328468323 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.01253511756658554 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, eye-level medium-long shot, rendered in surreal 3D animation, slowly approaches a young man standing on a city rooftop during the magic hour. He has sharp, chiseled features, a strong jawline, and dark, meticulously styled hair, with a single strand appearing pristine, subtly tousled in the breeze, catching the light. He wears a crisp white shirt, its realistic cotton texture visible, flowing gracefully in the wind. He stands in a relaxed pose, his hands tucked into the pockets of his dark trousers, near the concrete ledge of a rooftop. Below and behind him, a sprawling metropolis stretches to the horizon, its countless buildings and skyscrapers bathed in the warm golden glow of sunset. The sky is a stunning canvas, vibrant hues of orange, pink, and deep purple. His expression is one of deep, quiet contemplation, his gaze distant and his eyes crystal clear, perfectly reflecting the vibrant colors of the sky, creating a powerful atmosphere of tranquil introspection and poignant beauty.", + "seed": 22788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_14/index_291_seed_22788_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09761643968522549, + "vlm_logprob": -0.09761643968522549, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.09761643968522549, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10262730717658997 + ], + "opposite_logprob_tokens": [ + -2.3526272773742676 + ], + "logprob_reward": -0.10262730717658997, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10262730717658997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1582709550857544, + 0.05279085785150528, + 0.31135663390159607, + 0.13374784588813782, + 0.016883617267012596, + 0.014348440803587437, + 0.057137034833431244, + 0.03324943035840988, + 0.042181357741355896, + 0.1800338178873062 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.10262730717658997 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31344708800315857 + ], + "opposite_logprob_tokens": [ + -1.313447117805481 + ], + "logprob_reward": -0.31344708800315857, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31344708800315857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09258218109607697, + 0.028048746287822723, + 0.33537134528160095, + 0.14409269392490387, + 0.019366424530744553, + 0.03231845796108246, + 0.1061016321182251, + 0.028001662343740463, + 0.025280103087425232, + 0.18883682787418365 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.31344708800315857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038110725581645966 + ], + "opposite_logprob_tokens": [ + -3.2881107330322266 + ], + "logprob_reward": -0.038110725581645966, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038110725581645966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11311925947666168, + 0.072785384953022, + 0.2871101498603821, + 0.18121862411499023, + 0.016559943556785583, + 0.01599172130227089, + 0.12035708129405975, + 0.03129764273762703, + 0.055119823664426804, + 0.10644035786390305 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.038110725581645966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096094518899918 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096094518899918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096094518899918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1320430040359497, + 0.08215659856796265, + 0.16970160603523254, + 0.06124534830451012, + 0.026784691959619522, + 0.015729330480098724, + 0.06464219093322754, + 0.03290938958525658, + 0.08944246917963028, + 0.32534539699554443 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.004096094518899918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800983145833015 + ], + "opposite_logprob_tokens": [ + -3.5298008918762207 + ], + "logprob_reward": -0.029800983145833015, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800983145833015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11405515670776367, + 0.026244595646858215, + 0.420929491519928, + 0.09342290461063385, + 0.03314946964383125, + 0.016682351008057594, + 0.06614955514669418, + 0.03710612654685974, + 0.033157650381326675, + 0.15910273790359497 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.029800983145833015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, eye-level medium-long shot, rendered in surreal 3D animation, slowly approaches a young man standing on a city rooftop during the magic hour. He has sharp, chiseled features, a strong jawline, and dark, meticulously styled hair, with a single strand appearing pristine, subtly tousled in the breeze, catching the light. He wears a crisp white shirt, its realistic cotton texture visible, flowing gracefully in the wind. He stands in a relaxed pose, his hands tucked into the pockets of his dark trousers, near the concrete ledge of a rooftop. Below and behind him, a sprawling metropolis stretches to the horizon, its countless buildings and skyscrapers bathed in the warm golden glow of sunset. The sky is a stunning canvas, vibrant hues of orange, pink, and deep purple. His expression is one of deep, quiet contemplation, his gaze distant and his eyes crystal clear, perfectly reflecting the vibrant colors of the sky, creating a powerful atmosphere of tranquil introspection and poignant beauty.", + "seed": 22789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_14/index_291_seed_22789_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04415632307063788, + "vlm_logprob": -0.04415632307063788, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.04415632307063788, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009572438895702362 + ], + "opposite_logprob_tokens": [ + -4.884572505950928 + ], + "logprob_reward": -0.009572438895702362, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009572438895702362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.419170081615448, + 0.05194305628538132, + 0.06352772563695908, + 0.09385906904935837, + 0.04678773507475853, + 0.09101726114749908, + 0.030097458511590958, + 0.08759555965662003, + 0.07496929168701172, + 0.04103270545601845 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.009572438895702362 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989523708820343 + ], + "opposite_logprob_tokens": [ + -1.804895281791687 + ], + "logprob_reward": -0.17989523708820343, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989523708820343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21088102459907532, + 0.04203097149729729, + 0.05173167213797569, + 0.026657145470380783, + 0.04345422238111496, + 0.09365937858819962, + 0.04534050077199936, + 0.25343942642211914, + 0.16678741574287415, + 0.06601822376251221 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.17989523708820343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607939414680004 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.01607939414680004, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607939414680004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34216272830963135, + 0.08318216353654861, + 0.0371173731982708, + 0.07085754722356796, + 0.04507055506110191, + 0.03661571443080902, + 0.052125778049230576, + 0.08779583871364594, + 0.17750844359397888, + 0.06756390631198883 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.01607939414680004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010424185311421752 + ], + "opposite_logprob_tokens": [ + -6.876042366027832 + ], + "logprob_reward": -0.0010424185311421752, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010424185311421752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23112940788269043, + 0.11692371964454651, + 0.05394711717963219, + 0.036066096276044846, + 0.026306550949811935, + 0.06877549737691879, + 0.03160814568400383, + 0.261216938495636, + 0.13800102472305298, + 0.036025505512952805 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0010424185311421752 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0141921266913414 + ], + "opposite_logprob_tokens": [ + -4.2641921043396 + ], + "logprob_reward": -0.0141921266913414, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0141921266913414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12514369189739227, + 0.08864519745111465, + 0.04806823283433914, + 0.08842349052429199, + 0.050069790333509445, + 0.027843201532959938, + 0.07131903618574142, + 0.13711658120155334, + 0.2392454445362091, + 0.12412534654140472 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0141921266913414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, eye-level medium-long shot, rendered in surreal 3D animation, slowly approaches a young man standing on a city rooftop during the magic hour. He has sharp, chiseled features, a strong jawline, and dark, meticulously styled hair, with a single strand appearing pristine, subtly tousled in the breeze, catching the light. He wears a crisp white shirt, its realistic cotton texture visible, flowing gracefully in the wind. He stands in a relaxed pose, his hands tucked into the pockets of his dark trousers, near the concrete ledge of a rooftop. Below and behind him, a sprawling metropolis stretches to the horizon, its countless buildings and skyscrapers bathed in the warm golden glow of sunset. The sky is a stunning canvas, vibrant hues of orange, pink, and deep purple. His expression is one of deep, quiet contemplation, his gaze distant and his eyes crystal clear, perfectly reflecting the vibrant colors of the sky, creating a powerful atmosphere of tranquil introspection and poignant beauty.", + "seed": 22790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_14/index_291_seed_22790_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.061664772359654306, + "vlm_logprob": -0.061664772359654306, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.061664772359654306, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006032710894942284 + ], + "opposite_logprob_tokens": [ + -5.506032943725586 + ], + "logprob_reward": -0.006032710894942284, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.006032710894942284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09873735159635544, + 0.03320513665676117, + 0.024638734757900238, + 0.013114791363477707, + 0.24802912771701813, + 0.22774110734462738, + 0.07511210441589355, + 0.030055325478315353, + 0.21405135095119476, + 0.035314902663230896 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.006032710894942284 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28131037950515747 + ], + "opposite_logprob_tokens": [ + -1.4063103199005127 + ], + "logprob_reward": -0.28131037950515747, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28131037950515747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0685553252696991, + 0.018064383417367935, + 0.020000480115413666, + 0.01912146434187889, + 0.15721800923347473, + 0.33743080496788025, + 0.04568351432681084, + 0.06524049490690231, + 0.17027223110198975, + 0.09841327369213104 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.28131037950515747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525640370324254 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.00525640370324254, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525640370324254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.159030944108963, + 0.08096279203891754, + 0.03291001543402672, + 0.025854703038930893, + 0.07982566207647324, + 0.09242409467697144, + 0.0531255379319191, + 0.06890466809272766, + 0.18130213022232056, + 0.22565943002700806 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.00525640370324254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031901916954666376 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.0031901916954666376, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031901916954666376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09012909978628159, + 0.07372630387544632, + 0.05781270191073418, + 0.032518982887268066, + 0.4468560814857483, + 0.057216621935367584, + 0.05711764469742775, + 0.03793058916926384, + 0.08462817221879959, + 0.0620637871325016 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.0031901916954666376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium-long shot of a young man standing on a city rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly approach the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a crisp white shirt with visible cotton texture and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sprawling metropolis bathed in the warm golden glow of sunset with a sky of orange, pink, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing in a relaxed pose with hands tucked into his pockets near a concrete ledge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534175999462605 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534175999462605, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534175999462605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13319633901119232, + 0.066499724984169, + 0.018106665462255478, + 0.024181092157959938, + 0.2875618636608124, + 0.12207942456007004, + 0.03964036703109741, + 0.04626660421490669, + 0.20503287017345428, + 0.05743497237563133 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.012534175999462605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_15/index_tensor([3430, 3430])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_15/index_tensor([3430, 3430])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d9e8698d90a9efd6b40666b9ed6b94de6c602a87 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_15/index_tensor([3430, 3430])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "macro shot, initially static and positioned at eye level, captures a massive, glossy black Giant African millipede tightly coiled against a stark, minimal white background. Illuminated by bright, even, shadowless clinical studio lighting, the creature's chitinous exoskeleton shimmers with a liquid sheen, highlighting each individual part. As the camera begins a slow 360-degree rotation around the subject, the millipede begins to unfurl its body in a slow, deliberate, and relentless motion. The head section lifts first, followed by the methodical straightening of the rest of its elongated form. This movement reveals the powerful, rhythmic undulations of its countless spindly legs, which move in mesmerizing metachronal waves, propelling the body forward with hypnotic grace. The entire scene is rendered in a concise and analytical style, focusing purely on the stark contrast between the creature's deep black form and the pure white void, creating an atmosphere of transcendental, scientific fascination with the mechanisms of natural movement.", + "seed": 8853, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_15/index_3430_seed_8853_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6329591304063797, + "vlm_logprob": -0.6329591304063797, + "vlm_yes_no_margin": 0.5000000119209289, + "vlm_token_credit": -0.6329591304063797, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47809523344039917 + ], + "opposite_logprob_tokens": [ + -0.9780952334403992 + ], + "logprob_reward": -0.47809523344039917, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47809523344039917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15417322516441345, + 0.06598947942256927, + 0.05037803202867508, + 0.03886927664279938, + 0.4539054036140442, + 0.08899421989917755, + 0.04636579379439354, + 0.027297521010041237, + 0.03914766386151314, + 0.03487936407327652 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.47809523344039917 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22565114498138428 + ], + "opposite_logprob_tokens": [ + -1.6006511449813843 + ], + "logprob_reward": -0.22565114498138428, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22565114498138428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20019368827342987, + 0.08793381601572037, + 0.08464337885379791, + 0.06731457263231277, + 0.187230184674263, + 0.1458069533109665, + 0.03768923133611679, + 0.03617086261510849, + 0.07054360955953598, + 0.08247369527816772 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.22565114498138428 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236402034759521 + ], + "opposite_logprob_tokens": [ + -0.3486402630805969 + ], + "logprob_reward": -1.2236402034759521, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.2236402034759521, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.30206331610679626, + 0.059215378016233444, + 0.046359624713659286, + 0.07580053806304932, + 0.1355450600385666, + 0.03576481714844704, + 0.02449575439095497, + 0.022691117599606514, + 0.27639850974082947, + 0.021665863692760468 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -1.2236402034759521 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370497941970825 + ], + "opposite_logprob_tokens": [ + -0.38704976439476013 + ], + "logprob_reward": -1.1370497941970825, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370497941970825, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18655230104923248, + 0.06040332466363907, + 0.08758334070444107, + 0.09277185797691345, + 0.2154119610786438, + 0.11858996003866196, + 0.02444869466125965, + 0.04996384307742119, + 0.09394724667072296, + 0.07032746821641922 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -1.1370497941970825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035927593708038 + ], + "opposite_logprob_tokens": [ + -2.3503592014312744 + ], + "logprob_reward": -0.10035927593708038, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035927593708038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18470361828804016, + 0.049668218940496445, + 0.09588542580604553, + 0.059750545769929886, + 0.19731011986732483, + 0.10050611943006516, + 0.060974206775426865, + 0.03336659073829651, + 0.1320609450340271, + 0.0857742428779602 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.10035927593708038 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "No", + "Yes" + ] + }, + { + "prompt": "macro shot, initially static and positioned at eye level, captures a massive, glossy black Giant African millipede tightly coiled against a stark, minimal white background. Illuminated by bright, even, shadowless clinical studio lighting, the creature's chitinous exoskeleton shimmers with a liquid sheen, highlighting each individual part. As the camera begins a slow 360-degree rotation around the subject, the millipede begins to unfurl its body in a slow, deliberate, and relentless motion. The head section lifts first, followed by the methodical straightening of the rest of its elongated form. This movement reveals the powerful, rhythmic undulations of its countless spindly legs, which move in mesmerizing metachronal waves, propelling the body forward with hypnotic grace. The entire scene is rendered in a concise and analytical style, focusing purely on the stark contrast between the creature's deep black form and the pure white void, creating an atmosphere of transcendental, scientific fascination with the mechanisms of natural movement.", + "seed": 8854, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_15/index_3430_seed_8854_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.28711936101317403, + "vlm_logprob": -0.28711936101317403, + "vlm_yes_no_margin": 1.524999988079071, + "vlm_token_credit": -0.28711936101317403, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23014186322689056 + ], + "opposite_logprob_tokens": [ + -1.6051418781280518 + ], + "logprob_reward": -0.23014186322689056, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23014186322689056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3392166197299957, + 0.13282784819602966, + 0.10180070251226425, + 0.025013906881213188, + 0.09789534658193588, + 0.0889827162027359, + 0.04840145632624626, + 0.03062848560512066, + 0.028575969859957695, + 0.10665684193372726 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.23014186322689056 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007960975170135 + ], + "opposite_logprob_tokens": [ + -2.6950795650482178 + ], + "logprob_reward": -0.07007960975170135, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007960975170135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18937548995018005, + 0.10535499453544617, + 0.08097698539495468, + 0.049552734941244125, + 0.04491608589887619, + 0.3982095420360565, + 0.026255527511239052, + 0.036054160445928574, + 0.03288556635379791, + 0.03641894832253456 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.07007960975170135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38708287477493286 + ], + "opposite_logprob_tokens": [ + -1.137082815170288 + ], + "logprob_reward": -0.38708287477493286, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38708287477493286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4220097064971924, + 0.12009704113006592, + 0.07309338450431824, + 0.02081337571144104, + 0.06038830056786537, + 0.14126470685005188, + 0.08088807761669159, + 0.02511460892856121, + 0.037560414522886276, + 0.0187703687697649 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.38708287477493286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933213472366333 + ], + "opposite_logprob_tokens": [ + -0.6933213472366333 + ], + "logprob_reward": -0.6933213472366333, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933213472366333, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12280283123254776, + 0.16290806233882904, + 0.07279669493436813, + 0.052042406052351, + 0.03815919905900955, + 0.269633024930954, + 0.14974276721477509, + 0.04712766036391258, + 0.043290961533784866, + 0.04149638116359711 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.6933213472366333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054971110075712204 + ], + "opposite_logprob_tokens": [ + -2.929971218109131 + ], + "logprob_reward": -0.054971110075712204, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054971110075712204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17088761925697327, + 0.08853861689567566, + 0.0576142780482769, + 0.03381144627928734, + 0.038659464567899704, + 0.2846516966819763, + 0.07470919191837311, + 0.06676723062992096, + 0.06062105670571327, + 0.1237393245100975 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.054971110075712204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "macro shot, initially static and positioned at eye level, captures a massive, glossy black Giant African millipede tightly coiled against a stark, minimal white background. Illuminated by bright, even, shadowless clinical studio lighting, the creature's chitinous exoskeleton shimmers with a liquid sheen, highlighting each individual part. As the camera begins a slow 360-degree rotation around the subject, the millipede begins to unfurl its body in a slow, deliberate, and relentless motion. The head section lifts first, followed by the methodical straightening of the rest of its elongated form. This movement reveals the powerful, rhythmic undulations of its countless spindly legs, which move in mesmerizing metachronal waves, propelling the body forward with hypnotic grace. The entire scene is rendered in a concise and analytical style, focusing purely on the stark contrast between the creature's deep black form and the pure white void, creating an atmosphere of transcendental, scientific fascination with the mechanisms of natural movement.", + "seed": 8855, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_15/index_3430_seed_8855_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21389120817184448, + "vlm_logprob": -0.21389120817184448, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.21389120817184448, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2091192603111267 + ], + "opposite_logprob_tokens": [ + -1.7091193199157715 + ], + "logprob_reward": -0.2091192603111267, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2091192603111267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21389839053153992, + 0.08522859215736389, + 0.04114370420575142, + 0.10457781702280045, + 0.0793425440788269, + 0.09231247752904892, + 0.10815800726413727, + 0.10781577974557877, + 0.0691840872168541, + 0.09833866357803345 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.2091192603111267 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037976503372192 + ], + "opposite_logprob_tokens": [ + -2.350379705429077 + ], + "logprob_reward": -0.10037976503372192, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037976503372192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25066667795181274, + 0.17373104393482208, + 0.09296368807554245, + 0.06905445456504822, + 0.09553118795156479, + 0.07760316133499146, + 0.08536414057016373, + 0.06316471844911575, + 0.03525722026824951, + 0.05666369944810867 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.10037976503372192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288933575153351 + ], + "opposite_logprob_tokens": [ + -1.0538933277130127 + ], + "logprob_reward": -0.4288933575153351, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288933575153351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15654636919498444, + 0.0891941487789154, + 0.0383903793990612, + 0.24763736128807068, + 0.11031673103570938, + 0.12550711631774902, + 0.10807402431964874, + 0.041597526520490646, + 0.03166103735566139, + 0.05107533559203148 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.4288933575153351 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25207608938217163 + ], + "opposite_logprob_tokens": [ + -1.5020761489868164 + ], + "logprob_reward": -0.25207608938217163, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25207608938217163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20939785242080688, + 0.10496070981025696, + 0.09395236521959305, + 0.188395157456398, + 0.08189323544502258, + 0.1286667287349701, + 0.11567220091819763, + 0.012057426385581493, + 0.02360842563211918, + 0.04139582812786102 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.25207608938217163 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898756861686707 + ], + "opposite_logprob_tokens": [ + -2.5789875984191895 + ], + "logprob_reward": -0.07898756861686707, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898756861686707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25097909569740295, + 0.12371551990509033, + 0.07085379213094711, + 0.07435891777276993, + 0.08474836498498917, + 0.13869023323059082, + 0.08793094754219055, + 0.09653590619564056, + 0.033728957176208496, + 0.03845825046300888 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.07898756861686707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro shot, initially static and positioned at eye level, captures a massive, glossy black Giant African millipede tightly coiled against a stark, minimal white background. Illuminated by bright, even, shadowless clinical studio lighting, the creature's chitinous exoskeleton shimmers with a liquid sheen, highlighting each individual part. As the camera begins a slow 360-degree rotation around the subject, the millipede begins to unfurl its body in a slow, deliberate, and relentless motion. The head section lifts first, followed by the methodical straightening of the rest of its elongated form. This movement reveals the powerful, rhythmic undulations of its countless spindly legs, which move in mesmerizing metachronal waves, propelling the body forward with hypnotic grace. The entire scene is rendered in a concise and analytical style, focusing purely on the stark contrast between the creature's deep black form and the pure white void, creating an atmosphere of transcendental, scientific fascination with the mechanisms of natural movement.", + "seed": 8856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_15/index_3430_seed_8856_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1714717850089073, + "vlm_logprob": -0.1714717850089073, + "vlm_yes_no_margin": 1.825000023841858, + "vlm_token_credit": -0.1714717850089073, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07509636878967285 + ], + "opposite_logprob_tokens": [ + -2.700096368789673 + ], + "logprob_reward": -0.07509636878967285, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07509636878967285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21704073250293732, + 0.055452171713113785, + 0.037782203406095505, + 0.2783389389514923, + 0.052103035151958466, + 0.14711233973503113, + 0.04019637405872345, + 0.0271325521171093, + 0.11283684521913528, + 0.03200478479266167 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.07509636878967285 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31354057788848877 + ], + "opposite_logprob_tokens": [ + -1.3135405778884888 + ], + "logprob_reward": -0.31354057788848877, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31354057788848877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16713859140872955, + 0.11271914839744568, + 0.08261937648057938, + 0.2795131504535675, + 0.1606992781162262, + 0.052078090608119965, + 0.04868686571717262, + 0.02354312315583229, + 0.03620857372879982, + 0.03679380938410759 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.31354057788848877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003289744257927 + ], + "opposite_logprob_tokens": [ + -2.3503289222717285 + ], + "logprob_reward": -0.1003289744257927, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003289744257927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15247613191604614, + 0.038553133606910706, + 0.06809555739164352, + 0.06952492147684097, + 0.09746132791042328, + 0.04093991219997406, + 0.05108124762773514, + 0.12127227336168289, + 0.14217600226402283, + 0.21841946244239807 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.1003289744257927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279808104038239 + ], + "opposite_logprob_tokens": [ + -2.0177981853485107 + ], + "logprob_reward": -0.14279808104038239, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279808104038239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10237444192171097, + 0.07472950220108032, + 0.07947669178247452, + 0.18103010952472687, + 0.05834996700286865, + 0.14371849596500397, + 0.07555624097585678, + 0.08681265264749527, + 0.11488495767116547, + 0.08306688070297241 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.14279808104038239 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive, glossy black Giant African millipede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark, minimal white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the millipede begin in a tightly coiled position and then unfurl its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree rotation around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright, even, and shadowless, creating a clinical studio look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255949229001999 + ], + "opposite_logprob_tokens": [ + -1.6005948781967163 + ], + "logprob_reward": -0.2255949229001999, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255949229001999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09857939183712006, + 0.06550709158182144, + 0.0949120968580246, + 0.29603898525238037, + 0.23767171800136566, + 0.07821118086576462, + 0.027969084680080414, + 0.01894763484597206, + 0.0649370402097702, + 0.017225703224539757 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.2255949229001999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_2/index_tensor([866, 866])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_2/index_tensor([866, 866])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aa17fce61f18f67e56074491b516feb611099381 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_2/index_tensor([866, 866])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion, arcing pan shot from a low angle captures a fierce duel between two miniature samurai warriors across a cluttered wooden desk. One warrior, clad in ornate crimson and black armor and a helmet bearing a men-yoroi (ghost mask), stands in a powerful lunge, his katana gripped tightly in both hands, slashing fiercely from above. His opponent, clad in more austere blue and silver armor, leans back, his legs planted firmly on a pile of books, and with a precise upward block, his blade securely blocks the opponent's blow. The blades of the two swords clash in mid-air, sparking a dazzling explosion. The shockwave sends a mountain of manuscript paper flying upward, sending countless pages of elegant calligraphy swirling and tumbling wildly through the air, surrounding the combatants like a blizzard. In the background, a classical desk lamp casts a warm and concentrated beam, illuminating the black ink flowing from the overturned ink bottle, as well as the scattered brushes and books. The light outlines sharp contours on the metal surface of the armor and the edges of the flying paper, casting long, dancing shadows. The whole scene is filled with a tense sense of confrontation and dynamic violent aesthetics, creating an epic yet surreal atmosphere confined to a small space.", + "seed": 28904, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_2/index_866_seed_28904_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04157247701659798, + "vlm_logprob": -0.04157247701659798, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.04157247701659798, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15314438939094543 + ], + "opposite_logprob_tokens": [ + -2.278144359588623 + ], + "logprob_reward": -0.15314438939094543, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.15314438939094543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1374126374721527, + 0.06794337928295135, + 0.09475913643836975, + 0.11996683478355408, + 0.19237148761749268, + 0.041784271597862244, + 0.09057222306728363, + 0.15558895468711853, + 0.037152353674173355, + 0.06244871765375137 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.15314438939094543 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032206117175519466 + ], + "opposite_logprob_tokens": [ + -5.753220558166504 + ], + "logprob_reward": -0.0032206117175519466, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032206117175519466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21967798471450806, + 0.10724710673093796, + 0.11547377705574036, + 0.03595328703522682, + 0.025493280962109566, + 0.03779440000653267, + 0.104524165391922, + 0.15956901013851166, + 0.048870619386434555, + 0.1453963667154312 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0032206117175519466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741991266608238 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006741991266608238, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741991266608238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1333204060792923, + 0.10714243352413177, + 0.14539484679698944, + 0.0458739809691906, + 0.05190366879105568, + 0.0523514598608017, + 0.14969098567962646, + 0.0456572026014328, + 0.05420619249343872, + 0.2144588679075241 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.006741991266608238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072737164795399 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072737164795399, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072737164795399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.116160549223423, + 0.053083714097738266, + 0.07688722759485245, + 0.03558901324868202, + 0.06114876642823219, + 0.04811040312051773, + 0.12129692733287811, + 0.05501057207584381, + 0.032914623618125916, + 0.3997982144355774 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.011072737164795399 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368265554308891 + ], + "opposite_logprob_tokens": [ + -3.4086825847625732 + ], + "logprob_reward": -0.03368265554308891, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368265554308891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20227748155593872, + 0.169033482670784, + 0.05632247403264046, + 0.055256228893995285, + 0.029585164040327072, + 0.12094040960073471, + 0.0760217159986496, + 0.03781193494796753, + 0.13803043961524963, + 0.11472075432538986 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.03368265554308891 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion, arcing pan shot from a low angle captures a fierce duel between two miniature samurai warriors across a cluttered wooden desk. One warrior, clad in ornate crimson and black armor and a helmet bearing a men-yoroi (ghost mask), stands in a powerful lunge, his katana gripped tightly in both hands, slashing fiercely from above. His opponent, clad in more austere blue and silver armor, leans back, his legs planted firmly on a pile of books, and with a precise upward block, his blade securely blocks the opponent's blow. The blades of the two swords clash in mid-air, sparking a dazzling explosion. The shockwave sends a mountain of manuscript paper flying upward, sending countless pages of elegant calligraphy swirling and tumbling wildly through the air, surrounding the combatants like a blizzard. In the background, a classical desk lamp casts a warm and concentrated beam, illuminating the black ink flowing from the overturned ink bottle, as well as the scattered brushes and books. The light outlines sharp contours on the metal surface of the armor and the edges of the flying paper, casting long, dancing shadows. The whole scene is filled with a tense sense of confrontation and dynamic violent aesthetics, creating an epic yet surreal atmosphere confined to a small space.", + "seed": 28905, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_2/index_866_seed_28905_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04830982680432498, + "vlm_logprob": -0.04830982680432498, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.04830982680432498, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2200840711593628 + ], + "opposite_logprob_tokens": [ + -2.2200841903686523 + ], + "logprob_reward": -0.2200840711593628, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.2200840711593628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1611798107624054, + 0.14584402740001678, + 0.11572407931089401, + 0.06984129548072815, + 0.06501220911741257, + 0.15640123188495636, + 0.07038521021604538, + 0.08862947672605515, + 0.05213937163352966, + 0.07484331727027893 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.2200840711593628 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015338810626417398 + ], + "opposite_logprob_tokens": [ + -6.5015339851379395 + ], + "logprob_reward": -0.0015338810626417398, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015338810626417398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21287740767002106, + 0.06969953328371048, + 0.18609322607517242, + 0.10838385671377182, + 0.0775231122970581, + 0.11261005699634552, + 0.03603098541498184, + 0.032184403389692307, + 0.04422563314437866, + 0.1203717589378357 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0015338810626417398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036165802739560604 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.0036165802739560604, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036165802739560604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15255291759967804, + 0.10868928581476212, + 0.09044777601957321, + 0.06829065829515457, + 0.06862667202949524, + 0.14512787759304047, + 0.1365390121936798, + 0.03699113428592682, + 0.0707700178027153, + 0.12196456640958786 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0036165802739560604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249881185591221 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249881185591221, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249881185591221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11678680777549744, + 0.08156830817461014, + 0.09054294228553772, + 0.23774772882461548, + 0.05691324919462204, + 0.10119583457708359, + 0.04361121729016304, + 0.03478508070111275, + 0.09253500401973724, + 0.14431382715702057 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.005249881185591221 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011064720340073109 + ], + "opposite_logprob_tokens": [ + -4.511064529418945 + ], + "logprob_reward": -0.011064720340073109, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011064720340073109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1153598353266716, + 0.37403056025505066, + 0.08811464160680771, + 0.03068702481687069, + 0.06581515818834305, + 0.06035657599568367, + 0.03527841717004776, + 0.1508738398551941, + 0.03374016284942627, + 0.04574381932616234 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.011064720340073109 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion, arcing pan shot from a low angle captures a fierce duel between two miniature samurai warriors across a cluttered wooden desk. One warrior, clad in ornate crimson and black armor and a helmet bearing a men-yoroi (ghost mask), stands in a powerful lunge, his katana gripped tightly in both hands, slashing fiercely from above. His opponent, clad in more austere blue and silver armor, leans back, his legs planted firmly on a pile of books, and with a precise upward block, his blade securely blocks the opponent's blow. The blades of the two swords clash in mid-air, sparking a dazzling explosion. The shockwave sends a mountain of manuscript paper flying upward, sending countless pages of elegant calligraphy swirling and tumbling wildly through the air, surrounding the combatants like a blizzard. In the background, a classical desk lamp casts a warm and concentrated beam, illuminating the black ink flowing from the overturned ink bottle, as well as the scattered brushes and books. The light outlines sharp contours on the metal surface of the armor and the edges of the flying paper, casting long, dancing shadows. The whole scene is filled with a tense sense of confrontation and dynamic violent aesthetics, creating an epic yet surreal atmosphere confined to a small space.", + "seed": 28906, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_2/index_866_seed_28906_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04085237281396985, + "vlm_logprob": -0.04085237281396985, + "vlm_yes_no_margin": 4.4499999523162845, + "vlm_token_credit": -0.04085237281396985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17061473429203033 + ], + "opposite_logprob_tokens": [ + -2.295614719390869 + ], + "logprob_reward": -0.17061473429203033, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.17061473429203033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2485111504793167, + 0.07468068599700928, + 0.11395015567541122, + 0.17663702368736267, + 0.07634320110082626, + 0.04338638857007027, + 0.0528082475066185, + 0.06814590841531754, + 0.10295934230089188, + 0.04257788881659508 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.17061473429203033 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003211937379091978 + ], + "opposite_logprob_tokens": [ + -5.753211975097656 + ], + "logprob_reward": -0.003211937379091978, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003211937379091978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12946440279483795, + 0.06836637109518051, + 0.14327847957611084, + 0.31077590584754944, + 0.08112353086471558, + 0.05569028854370117, + 0.07740373909473419, + 0.03961501643061638, + 0.028537942096590996, + 0.0657443106174469 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.003211937379091978 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036215689033269882 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.0036215689033269882, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036215689033269882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15275542438030243, + 0.10573949664831161, + 0.09069140255451202, + 0.14364922046661377, + 0.08799367398023605, + 0.06839725375175476, + 0.03344329819083214, + 0.04790051653981209, + 0.22693833708763123, + 0.04249138385057449 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0036215689033269882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636386133730412 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636386133730412, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636386133730412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15872697532176971, + 0.07920417934656143, + 0.08837704360485077, + 0.12875814735889435, + 0.07635361701250076, + 0.08534064888954163, + 0.0852481871843338, + 0.045722465962171555, + 0.16164347529411316, + 0.09062525629997253 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.008636386133730412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817723736166954 + ], + "opposite_logprob_tokens": [ + -4.018177032470703 + ], + "logprob_reward": -0.01817723736166954, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817723736166954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0963190570473671, + 0.06740427762269974, + 0.1528497189283371, + 0.46681806445121765, + 0.044399406760931015, + 0.030892904847860336, + 0.02021871693432331, + 0.025003060698509216, + 0.048816271126270294, + 0.04727846384048462 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.01817723736166954 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion, arcing pan shot from a low angle captures a fierce duel between two miniature samurai warriors across a cluttered wooden desk. One warrior, clad in ornate crimson and black armor and a helmet bearing a men-yoroi (ghost mask), stands in a powerful lunge, his katana gripped tightly in both hands, slashing fiercely from above. His opponent, clad in more austere blue and silver armor, leans back, his legs planted firmly on a pile of books, and with a precise upward block, his blade securely blocks the opponent's blow. The blades of the two swords clash in mid-air, sparking a dazzling explosion. The shockwave sends a mountain of manuscript paper flying upward, sending countless pages of elegant calligraphy swirling and tumbling wildly through the air, surrounding the combatants like a blizzard. In the background, a classical desk lamp casts a warm and concentrated beam, illuminating the black ink flowing from the overturned ink bottle, as well as the scattered brushes and books. The light outlines sharp contours on the metal surface of the armor and the edges of the flying paper, casting long, dancing shadows. The whole scene is filled with a tense sense of confrontation and dynamic violent aesthetics, creating an epic yet surreal atmosphere confined to a small space.", + "seed": 28907, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_2/index_866_seed_28907_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.028745986660942434, + "vlm_logprob": -0.028745986660942434, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.028745986660942434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10428742319345474 + ], + "opposite_logprob_tokens": [ + -2.4792873859405518 + ], + "logprob_reward": -0.10428742319345474, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10428742319345474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11518009006977081, + 0.13677209615707397, + 0.028621233999729156, + 0.05878317356109619, + 0.5108939409255981, + 0.03750263899564743, + 0.015295433811843395, + 0.015113270841538906, + 0.038113243877887726, + 0.043724820017814636 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.10428742319345474 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00466164480894804 + ], + "opposite_logprob_tokens": [ + -5.379661560058594 + ], + "logprob_reward": -0.00466164480894804, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00466164480894804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06862527132034302, + 0.17086482048034668, + 0.06599006056785583, + 0.04596484452486038, + 0.23040398955345154, + 0.05200142785906792, + 0.0660495012998581, + 0.06869909167289734, + 0.16580528020858765, + 0.06559570878744125 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.00466164480894804 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031967272516340017 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.0031967272516340017, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031967272516340017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07722479850053787, + 0.08524803072214127, + 0.03439713642001152, + 0.04174231365323067, + 0.28390753269195557, + 0.14235419034957886, + 0.08840567618608475, + 0.0879998505115509, + 0.08105707913637161, + 0.077663354575634 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.0031967272516340017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250830203294754 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.005250830203294754, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250830203294754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07247181981801987, + 0.13608604669570923, + 0.022500161081552505, + 0.021022891625761986, + 0.4310602843761444, + 0.06550213694572449, + 0.0924747884273529, + 0.08096137642860413, + 0.03663047403097153, + 0.0412900485098362 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.005250830203294754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a slow-motion arcing pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two miniature samurai warriors engaged in a duel on a cluttered wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing crimson and black armor with a men-yoroi (ghost mask) helmet and lunging with a katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing blue and silver armor, leaning back on a pile of books, and blocking with a sword?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash in mid-air causing an explosion that sends manuscript paper and calligraphy flying upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026333307847380638 + ], + "opposite_logprob_tokens": [ + -3.6513333320617676 + ], + "logprob_reward": -0.026333307847380638, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026333307847380638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054410867393016815, + 0.20514073967933655, + 0.10619112104177475, + 0.04115481674671173, + 0.10720257461071014, + 0.1366150677204132, + 0.031384795904159546, + 0.032309748232364655, + 0.06289893388748169, + 0.2226913720369339 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.026333307847380638 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_3/index_tensor([32, 32])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_3/index_tensor([32, 32])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2304a9e8c19619ebdf38d594d335bb505bd7ed26 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_3/index_tensor([32, 32])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning bullet-time effect shot depicts the camera, flying at a remarkably low altitude, darting through the fleet's formations. Time seems frozen. Beneath a sky thick with leaden clouds, a raging, dark green sea whips up mountainous waves. A vast fleet of dozens of weathered wooden warships, arranged in a tight attack formation, plows through the waves. Just as the camera passes the lead warship, a massive wave crashes fiercely against its side, carved with ferocious beast heads. The bursting spray solidifies into countless crystalline droplets suspended in the air, each reflecting the faint, cold light of the sky. Simultaneously, dark wood chips and shards of broken rope, flung from the hull by the immense force, also freeze in mid-air, intertwining with the water droplets to create a still painting imbued with the aesthetics of violence. The camera smoothly passes through these static elements, capturing the tense and resolute frozen expressions of the sailors on board. The whole scene is filled with epic tension and the majestic momentum of the decisive moment in an almost silent silence, as if the climax of a grand maritime race has been frozen in time.", + "seed": 31152, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_3/index_32_seed_31152_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.041411270201206204, + "vlm_logprob": -0.041411270201206204, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.041411270201206204, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06332458555698395 + ], + "opposite_logprob_tokens": [ + -2.8133246898651123 + ], + "logprob_reward": -0.06332458555698395, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06332458555698395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3133777976036072, + 0.05312095209956169, + 0.06061229482293129, + 0.07888542860746384, + 0.13493894040584564, + 0.09414783120155334, + 0.05263710021972656, + 0.10383636504411697, + 0.03775845095515251, + 0.07068483531475067 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.06332458555698395 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370501473546028 + ], + "opposite_logprob_tokens": [ + -3.408704996109009 + ], + "logprob_reward": -0.03370501473546028, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370501473546028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1144714504480362, + 0.05390914902091026, + 0.03794868662953377, + 0.02135322242975235, + 0.04600951820611954, + 0.16649135947227478, + 0.07515598833560944, + 0.1311492621898651, + 0.0746210515499115, + 0.27889031171798706 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.03370501473546028 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048660002648830414 + ], + "opposite_logprob_tokens": [ + -3.0486600399017334 + ], + "logprob_reward": -0.048660002648830414, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048660002648830414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13922342658042908, + 0.05229012295603752, + 0.044312261044979095, + 0.03351660445332527, + 0.1479118913412094, + 0.19289979338645935, + 0.13537468016147614, + 0.04092854633927345, + 0.13932272791862488, + 0.07421991974115372 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.048660002648830414 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293431848287582 + ], + "opposite_logprob_tokens": [ + -3.7732934951782227 + ], + "logprob_reward": -0.023293431848287582, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293431848287582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1043044850230217, + 0.05916503816843033, + 0.03809899836778641, + 0.036455653607845306, + 0.1275426298379898, + 0.2246675342321396, + 0.06488879024982452, + 0.06325269490480423, + 0.10732211917638779, + 0.17430201172828674 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.023293431848287582 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807331621646881 + ], + "opposite_logprob_tokens": [ + -3.2880733013153076 + ], + "logprob_reward": -0.03807331621646881, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807331621646881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12129267305135727, + 0.03721320629119873, + 0.0413723848760128, + 0.07376144081354141, + 0.15488573908805847, + 0.1515340507030487, + 0.12089062482118607, + 0.08460237085819244, + 0.11586739122867584, + 0.09858016669750214 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.03807331621646881 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning bullet-time effect shot depicts the camera, flying at a remarkably low altitude, darting through the fleet's formations. Time seems frozen. Beneath a sky thick with leaden clouds, a raging, dark green sea whips up mountainous waves. A vast fleet of dozens of weathered wooden warships, arranged in a tight attack formation, plows through the waves. Just as the camera passes the lead warship, a massive wave crashes fiercely against its side, carved with ferocious beast heads. The bursting spray solidifies into countless crystalline droplets suspended in the air, each reflecting the faint, cold light of the sky. Simultaneously, dark wood chips and shards of broken rope, flung from the hull by the immense force, also freeze in mid-air, intertwining with the water droplets to create a still painting imbued with the aesthetics of violence. The camera smoothly passes through these static elements, capturing the tense and resolute frozen expressions of the sailors on board. The whole scene is filled with epic tension and the majestic momentum of the decisive moment in an almost silent silence, as if the climax of a grand maritime race has been frozen in time.", + "seed": 31153, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_3/index_32_seed_31153_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.038207297772169115, + "vlm_logprob": -0.038207297772169115, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.038207297772169115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049803223460912704 + ], + "opposite_logprob_tokens": [ + -3.0498032569885254 + ], + "logprob_reward": -0.049803223460912704, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049803223460912704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16286513209342957, + 0.0762462168931961, + 0.031208783388137817, + 0.2508353590965271, + 0.025644615292549133, + 0.016877982765436172, + 0.037045616656541824, + 0.050738122314214706, + 0.33941248059272766, + 0.009125657379627228 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.049803223460912704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371550515294075 + ], + "opposite_logprob_tokens": [ + -3.4087154865264893 + ], + "logprob_reward": -0.03371550515294075, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371550515294075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12040532380342484, + 0.11340447515249252, + 0.23708736896514893, + 0.06621890515089035, + 0.05793255567550659, + 0.056780293583869934, + 0.05723320320248604, + 0.027270084246993065, + 0.24365825951099396, + 0.020009515807032585 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.03371550515294075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430784709751606 + ], + "opposite_logprob_tokens": [ + -3.1680784225463867 + ], + "logprob_reward": -0.0430784709751606, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430784709751606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11305031925439835, + 0.15879736840724945, + 0.2727523744106293, + 0.06489218771457672, + 0.03397673740983009, + 0.07422637939453125, + 0.051419295370578766, + 0.06028040125966072, + 0.13777531683444977, + 0.032829586416482925 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.0430784709751606 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635931596159935 + ], + "opposite_logprob_tokens": [ + -3.6513593196868896 + ], + "logprob_reward": -0.02635931596159935, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635931596159935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1886356770992279, + 0.139048770070076, + 0.04779226332902908, + 0.059952326118946075, + 0.05297981947660446, + 0.0447060689330101, + 0.1311090737581253, + 0.04718267172574997, + 0.24659600853919983, + 0.041997361928224564 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.02635931596159935 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807997331023216 + ], + "opposite_logprob_tokens": [ + -3.2880799770355225 + ], + "logprob_reward": -0.03807997331023216, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807997331023216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1581941694021225, + 0.06959056109189987, + 0.1491030901670456, + 0.12443865090608597, + 0.05892906337976456, + 0.06599141657352448, + 0.05143298581242561, + 0.04473442956805229, + 0.1593349725008011, + 0.11825068295001984 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.03807997331023216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning bullet-time effect shot depicts the camera, flying at a remarkably low altitude, darting through the fleet's formations. Time seems frozen. Beneath a sky thick with leaden clouds, a raging, dark green sea whips up mountainous waves. A vast fleet of dozens of weathered wooden warships, arranged in a tight attack formation, plows through the waves. Just as the camera passes the lead warship, a massive wave crashes fiercely against its side, carved with ferocious beast heads. The bursting spray solidifies into countless crystalline droplets suspended in the air, each reflecting the faint, cold light of the sky. Simultaneously, dark wood chips and shards of broken rope, flung from the hull by the immense force, also freeze in mid-air, intertwining with the water droplets to create a still painting imbued with the aesthetics of violence. The camera smoothly passes through these static elements, capturing the tense and resolute frozen expressions of the sailors on board. The whole scene is filled with epic tension and the majestic momentum of the decisive moment in an almost silent silence, as if the climax of a grand maritime race has been frozen in time.", + "seed": 31154, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_3/index_32_seed_31154_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03948155865073204, + "vlm_logprob": -0.03948155865073204, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.03948155865073204, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016786042600870132 + ], + "opposite_logprob_tokens": [ + -4.141786098480225 + ], + "logprob_reward": -0.016786042600870132, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016786042600870132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0745764821767807, + 0.12630116939544678, + 0.02155524678528309, + 0.015698062255978584, + 0.3508123457431793, + 0.22212670743465424, + 0.02627374976873398, + 0.07302621752023697, + 0.05350622534751892, + 0.036123815923929214 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.016786042600870132 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789981484413147 + ], + "opposite_logprob_tokens": [ + -2.57899808883667 + ], + "logprob_reward": -0.0789981484413147, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789981484413147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11916279792785645, + 0.08342421799898148, + 0.03434900566935539, + 0.01662190444767475, + 0.15502190589904785, + 0.1637420505285263, + 0.03351207450032234, + 0.14953309297561646, + 0.1482519805431366, + 0.09638096392154694 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.0789981484413147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372703120112419 + ], + "opposite_logprob_tokens": [ + -3.408726930618286 + ], + "logprob_reward": -0.03372703120112419, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372703120112419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04117249697446823, + 0.02413962595164776, + 0.03661302477121353, + 0.008868851698935032, + 0.7578542828559875, + 0.03833326697349548, + 0.007051002699881792, + 0.03123718872666359, + 0.0364081896841526, + 0.01832214556634426 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.03372703120112419 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029815908521413803 + ], + "opposite_logprob_tokens": [ + -3.529815912246704 + ], + "logprob_reward": -0.029815908521413803, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029815908521413803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07741500437259674, + 0.08791852742433548, + 0.06053316593170166, + 0.029036223888397217, + 0.18833594024181366, + 0.07912992686033249, + 0.22904302179813385, + 0.08545652031898499, + 0.07518408447504044, + 0.0879475325345993 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.029815908521413803 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808066248893738 + ], + "opposite_logprob_tokens": [ + -3.2880806922912598 + ], + "logprob_reward": -0.03808066248893738, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808066248893738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027800118550658226, + 0.03102950006723404, + 0.012855308130383492, + 0.01062915287911892, + 0.7362431883811951, + 0.062067992985248566, + 0.019549492746591568, + 0.04522431641817093, + 0.03558744117617607, + 0.019013551995158195 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.03808066248893738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning bullet-time effect shot depicts the camera, flying at a remarkably low altitude, darting through the fleet's formations. Time seems frozen. Beneath a sky thick with leaden clouds, a raging, dark green sea whips up mountainous waves. A vast fleet of dozens of weathered wooden warships, arranged in a tight attack formation, plows through the waves. Just as the camera passes the lead warship, a massive wave crashes fiercely against its side, carved with ferocious beast heads. The bursting spray solidifies into countless crystalline droplets suspended in the air, each reflecting the faint, cold light of the sky. Simultaneously, dark wood chips and shards of broken rope, flung from the hull by the immense force, also freeze in mid-air, intertwining with the water droplets to create a still painting imbued with the aesthetics of violence. The camera smoothly passes through these static elements, capturing the tense and resolute frozen expressions of the sailors on board. The whole scene is filled with epic tension and the majestic momentum of the decisive moment in an almost silent silence, as if the climax of a grand maritime race has been frozen in time.", + "seed": 31155, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_3/index_32_seed_31155_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030033837258815765, + "vlm_logprob": -0.030033837258815765, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.030033837258815765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03485612943768501 + ], + "opposite_logprob_tokens": [ + -3.409856081008911 + ], + "logprob_reward": -0.03485612943768501, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03485612943768501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22589275240898132, + 0.08560431748628616, + 0.03852741792798042, + 0.07344476133584976, + 0.21260498464107513, + 0.05920899286866188, + 0.06083007901906967, + 0.07172266393899918, + 0.08104239404201508, + 0.09112168848514557 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.03485612943768501 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371884673833847 + ], + "opposite_logprob_tokens": [ + -3.4087188243865967 + ], + "logprob_reward": -0.03371884673833847, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371884673833847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15258188545703888, + 0.06071099266409874, + 0.14917613565921783, + 0.030604137107729912, + 0.16483239829540253, + 0.06527405977249146, + 0.02876707911491394, + 0.08528434485197067, + 0.10178492218255997, + 0.16098397970199585 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.03371884673833847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033711932599544525 + ], + "opposite_logprob_tokens": [ + -3.4087119102478027 + ], + "logprob_reward": -0.033711932599544525, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033711932599544525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08621027320623398, + 0.32148075103759766, + 0.13023121654987335, + 0.08738744258880615, + 0.09635166078805923, + 0.05808095261454582, + 0.0164872445166111, + 0.03232080861926079, + 0.06942974030971527, + 0.10201986879110336 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.033711932599544525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204349368810654 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204349368810654, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204349368810654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07026476413011551, + 0.04614747688174248, + 0.0851907953619957, + 0.10027957707643509, + 0.330796480178833, + 0.08819522708654404, + 0.03996174782514572, + 0.05567655712366104, + 0.04717148840427399, + 0.13631579279899597 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.014204349368810654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark green sea with mountainous waves under a sky of leaden clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dozens of weathered wooden warships arranged in a tight attack formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave crashing against the side of the lead warship, which is carved with ferocious beast heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets, wood chips, and broken rope shards frozen in mid-air as crystalline and solid elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera fly at a low altitude through the fleet's formations in a bullet-time effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033677928149700165 + ], + "opposite_logprob_tokens": [ + -3.408677816390991 + ], + "logprob_reward": -0.033677928149700165, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033677928149700165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07541215419769287, + 0.154509499669075, + 0.049929019063711166, + 0.06520070880651474, + 0.3147701621055603, + 0.06566779315471649, + 0.04143441095948219, + 0.059084780514240265, + 0.09185097366571426, + 0.08214046061038971 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.033677928149700165 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_4/index_tensor([7275, 7275])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_4/index_tensor([7275, 7275])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2593ad047e37dc79988688725dee044696c27831 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_4/index_tensor([7275, 7275])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Tucked away in a highly unstable handheld camera angle, the world displays the iconic visual style of the PlayStation 1 era, replete with noticeable jagged edges and a constant judder caused by affine texture mapping errors. A low-angle, medium shot focuses on a low-polygon model of the red-haired demon, Akuma. His towering fiery red hair is composed of angular geometry, and the dark texture of his training uniform is slightly distorted against the rough model. Around his neck hangs a large, dark, low-polygonal rosary. He thrusts his right arm forward, his index finger pointing stiffly and forcefully. His body sinks into a firm horse stance, his muscles taut and defined. His face is contorted with rage, his furrowed brow and jawline, rendered square by the low resolution, imbued with menace. His eyes flash with an ominous red pixelated glow, and his mouth hangs open in a silent accusation or a devastating roar. A powerful, visible, pixelated red aura erupts from his body, so powerful that it causes the camera to vibrate violently and dizzyingly, and all elements in the frame jump and tear erratically, even the simple, dark grotto made of repeated tiles in the background shakes with it, creating a tense atmosphere of pure, uncontrollable menace and primitive rage.", + "seed": 6521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_4/index_7275_seed_6521_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016395700769498943, + "vlm_logprob": -0.016395700769498943, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.016395700769498943, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021299900487065315 + ], + "opposite_logprob_tokens": [ + -3.8962998390197754 + ], + "logprob_reward": -0.021299900487065315, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021299900487065315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17812572419643402, + 0.06104426458477974, + 0.06685619801282883, + 0.05544072017073631, + 0.25824689865112305, + 0.1398157924413681, + 0.10175104439258575, + 0.04147567227482796, + 0.051222074776887894, + 0.046021655201911926 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.021299900487065315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024945589248090982 + ], + "opposite_logprob_tokens": [ + -6.0024943351745605 + ], + "logprob_reward": -0.0024945589248090982, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024945589248090982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19200599193572998, + 0.0716831311583519, + 0.07227197289466858, + 0.04947124049067497, + 0.15909546613693237, + 0.1348065733909607, + 0.2111024260520935, + 0.029698429629206657, + 0.0329880490899086, + 0.04687664285302162 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0024945589248090982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192597009241581 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192597009241581, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192597009241581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18535283207893372, + 0.1520451158285141, + 0.07083549350500107, + 0.11559467017650604, + 0.12359312176704407, + 0.060725364834070206, + 0.18054331839084625, + 0.038052551448345184, + 0.025483043864369392, + 0.04777445271611214 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014192597009241581 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189423061907291 + ], + "opposite_logprob_tokens": [ + -4.26418924331665 + ], + "logprob_reward": -0.014189423061907291, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189423061907291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12713833153247833, + 0.04693605378270149, + 0.028569921851158142, + 0.02974722534418106, + 0.056365206837654114, + 0.31552788615226746, + 0.20962707698345184, + 0.08939892053604126, + 0.029242636635899544, + 0.0674467384815216 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.014189423061907291 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802024364471436 + ], + "opposite_logprob_tokens": [ + -3.529802083969116 + ], + "logprob_reward": -0.029802024364471436, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802024364471436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2690757215023041, + 0.05458453297615051, + 0.13052622973918915, + 0.03971782699227333, + 0.206599161028862, + 0.09013703465461731, + 0.09496737271547318, + 0.031173907220363617, + 0.03405667841434479, + 0.04916161298751831 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.029802024364471436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Tucked away in a highly unstable handheld camera angle, the world displays the iconic visual style of the PlayStation 1 era, replete with noticeable jagged edges and a constant judder caused by affine texture mapping errors. A low-angle, medium shot focuses on a low-polygon model of the red-haired demon, Akuma. His towering fiery red hair is composed of angular geometry, and the dark texture of his training uniform is slightly distorted against the rough model. Around his neck hangs a large, dark, low-polygonal rosary. He thrusts his right arm forward, his index finger pointing stiffly and forcefully. His body sinks into a firm horse stance, his muscles taut and defined. His face is contorted with rage, his furrowed brow and jawline, rendered square by the low resolution, imbued with menace. His eyes flash with an ominous red pixelated glow, and his mouth hangs open in a silent accusation or a devastating roar. A powerful, visible, pixelated red aura erupts from his body, so powerful that it causes the camera to vibrate violently and dizzyingly, and all elements in the frame jump and tear erratically, even the simple, dark grotto made of repeated tiles in the background shakes with it, creating a tense atmosphere of pure, uncontrollable menace and primitive rage.", + "seed": 6522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_4/index_7275_seed_6522_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010503374738618731, + "vlm_logprob": -0.010503374738618731, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.010503374738618731, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011639423668384552 + ], + "opposite_logprob_tokens": [ + -4.511639595031738 + ], + "logprob_reward": -0.011639423668384552, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011639423668384552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29815003275871277, + 0.065108522772789, + 0.08069909363985062, + 0.06758005172014236, + 0.029492225497961044, + 0.20643272995948792, + 0.06798223406076431, + 0.03471246734261513, + 0.08313283324241638, + 0.06670988351106644 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.011639423668384552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002493250882253051 + ], + "opposite_logprob_tokens": [ + -6.002493381500244 + ], + "logprob_reward": -0.002493250882253051, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002493250882253051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12687671184539795, + 0.061431884765625, + 0.07372377812862396, + 0.3290061056613922, + 0.04394608363509178, + 0.14716985821723938, + 0.0679684579372406, + 0.06061223894357681, + 0.05536680668592453, + 0.033898066729307175 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.002493250882253051 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057810313999653 + ], + "opposite_logprob_tokens": [ + -3.895578145980835 + ], + "logprob_reward": -0.02057810313999653, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057810313999653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.172124445438385, + 0.041162192821502686, + 0.10153273493051529, + 0.16243763267993927, + 0.03850486874580383, + 0.30100226402282715, + 0.045219965279102325, + 0.07723194360733032, + 0.043980542570352554, + 0.016803443431854248 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.02057810313999653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070025153458118 + ], + "opposite_logprob_tokens": [ + -4.511070251464844 + ], + "logprob_reward": -0.011070025153458118, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070025153458118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06059408560395241, + 0.023965639993548393, + 0.049919165670871735, + 0.4299567937850952, + 0.1067318394780159, + 0.20894727110862732, + 0.049148403108119965, + 0.032024484127759933, + 0.028517456725239754, + 0.010194922797381878 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.011070025153458118 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736070849001408 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736070849001408, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736070849001408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08073063939809799, + 0.03519250825047493, + 0.04287366941571236, + 0.33262863755226135, + 0.03218835964798927, + 0.19268156588077545, + 0.13124875724315643, + 0.04000820592045784, + 0.0786355659365654, + 0.03381211310625076 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.006736070849001408 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Tucked away in a highly unstable handheld camera angle, the world displays the iconic visual style of the PlayStation 1 era, replete with noticeable jagged edges and a constant judder caused by affine texture mapping errors. A low-angle, medium shot focuses on a low-polygon model of the red-haired demon, Akuma. His towering fiery red hair is composed of angular geometry, and the dark texture of his training uniform is slightly distorted against the rough model. Around his neck hangs a large, dark, low-polygonal rosary. He thrusts his right arm forward, his index finger pointing stiffly and forcefully. His body sinks into a firm horse stance, his muscles taut and defined. His face is contorted with rage, his furrowed brow and jawline, rendered square by the low resolution, imbued with menace. His eyes flash with an ominous red pixelated glow, and his mouth hangs open in a silent accusation or a devastating roar. A powerful, visible, pixelated red aura erupts from his body, so powerful that it causes the camera to vibrate violently and dizzyingly, and all elements in the frame jump and tear erratically, even the simple, dark grotto made of repeated tiles in the background shakes with it, creating a tense atmosphere of pure, uncontrollable menace and primitive rage.", + "seed": 6523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_4/index_7275_seed_6523_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019950161408632993, + "vlm_logprob": -0.019950161408632993, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.019950161408632993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016707733273506165 + ], + "opposite_logprob_tokens": [ + -4.141707897186279 + ], + "logprob_reward": -0.016707733273506165, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016707733273506165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16049186885356903, + 0.1030069962143898, + 0.09305153042078018, + 0.047016434371471405, + 0.0954841747879982, + 0.05472392588853836, + 0.2580241560935974, + 0.03370518982410431, + 0.059402938932180405, + 0.09509288519620895 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.016707733273506165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203292317688465 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203292317688465, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203292317688465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06772046536207199, + 0.048060350120067596, + 0.08766757696866989, + 0.06598004698753357, + 0.10499755293130875, + 0.17808231711387634, + 0.13740551471710205, + 0.056943442672491074, + 0.22171226143836975, + 0.03143039718270302 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.014203292317688465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430685393512249 + ], + "opposite_logprob_tokens": [ + -3.1680686473846436 + ], + "logprob_reward": -0.0430685393512249, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430685393512249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11486822366714478, + 0.07099170237779617, + 0.11427046358585358, + 0.09349794685840607, + 0.21927137672901154, + 0.061604004353284836, + 0.15900148451328278, + 0.02992336079478264, + 0.05417223274707794, + 0.0823991522192955 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.0430685393512249 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023281201720237732 + ], + "opposite_logprob_tokens": [ + -3.7732810974121094 + ], + "logprob_reward": -0.023281201720237732, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023281201720237732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12523327767848969, + 0.04923354461789131, + 0.2029830515384674, + 0.07617788761854172, + 0.10190892219543457, + 0.10605894774198532, + 0.06537055224180222, + 0.060902975499629974, + 0.15079112350940704, + 0.06133970618247986 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.023281201720237732 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024900403805077076 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024900403805077076, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024900403805077076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11767370998859406, + 0.27963733673095703, + 0.07226104289293289, + 0.04038171470165253, + 0.04154442250728607, + 0.05432381108403206, + 0.18388773500919342, + 0.020189080387353897, + 0.07517048716545105, + 0.11493069678544998 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.0024900403805077076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Tucked away in a highly unstable handheld camera angle, the world displays the iconic visual style of the PlayStation 1 era, replete with noticeable jagged edges and a constant judder caused by affine texture mapping errors. A low-angle, medium shot focuses on a low-polygon model of the red-haired demon, Akuma. His towering fiery red hair is composed of angular geometry, and the dark texture of his training uniform is slightly distorted against the rough model. Around his neck hangs a large, dark, low-polygonal rosary. He thrusts his right arm forward, his index finger pointing stiffly and forcefully. His body sinks into a firm horse stance, his muscles taut and defined. His face is contorted with rage, his furrowed brow and jawline, rendered square by the low resolution, imbued with menace. His eyes flash with an ominous red pixelated glow, and his mouth hangs open in a silent accusation or a devastating roar. A powerful, visible, pixelated red aura erupts from his body, so powerful that it causes the camera to vibrate violently and dizzyingly, and all elements in the frame jump and tear erratically, even the simple, dark grotto made of repeated tiles in the background shakes with it, creating a tense atmosphere of pure, uncontrollable menace and primitive rage.", + "seed": 6524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_4/index_7275_seed_6524_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013829373312182725, + "vlm_logprob": -0.013829373312182725, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.013829373312182725, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01922474429011345 + ], + "opposite_logprob_tokens": [ + -4.019224643707275 + ], + "logprob_reward": -0.01922474429011345, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01922474429011345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13189172744750977, + 0.05847449600696564, + 0.1337590366601944, + 0.09188655018806458, + 0.05603375285863876, + 0.030821679159998894, + 0.1412002444267273, + 0.03507784381508827, + 0.10077136009931564, + 0.22008323669433594 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.01922474429011345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017163321608677506 + ], + "opposite_logprob_tokens": [ + -6.376716136932373 + ], + "logprob_reward": -0.0017163321608677506, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017163321608677506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07493679970502853, + 0.04529617726802826, + 0.08040288090705872, + 0.1629265993833542, + 0.045098476111888885, + 0.03858431056141853, + 0.06343372166156769, + 0.0419531911611557, + 0.29076087474823, + 0.15660697221755981 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.0017163321608677506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794966802001 + ], + "opposite_logprob_tokens": [ + -3.529794931411743 + ], + "logprob_reward": -0.029794966802001, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794966802001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11484885215759277, + 0.0855749249458313, + 0.07865708321332932, + 0.08588675409555435, + 0.017378808930516243, + 0.06333684921264648, + 0.18727976083755493, + 0.05159895494580269, + 0.20373806357383728, + 0.11169995367527008 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.029794966802001 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863224919885397 + ], + "opposite_logprob_tokens": [ + -4.758632183074951 + ], + "logprob_reward": -0.00863224919885397, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863224919885397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08833423256874084, + 0.1353994607925415, + 0.03746677562594414, + 0.11175771802663803, + 0.20363976061344147, + 0.022556431591510773, + 0.19537346065044403, + 0.1450280398130417, + 0.015147489495575428, + 0.04529666155576706 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.00863224919885397 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a PlayStation 1 era visual style with jagged edges and affine texture mapping errors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a low-polygon model of the red-haired demon Akuma wearing a dark training uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Akuma depicted in a horse stance with his right arm thrust forward and index finger pointing stiffly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large, dark, low-polygonal rosary hanging around Akuma's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent vibration and erratic jumping/tearing of elements due to a red aura?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778574109077454 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778574109077454, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778574109077454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07668761909008026, + 0.11263162642717361, + 0.08547413349151611, + 0.043110065162181854, + 0.027614343911409378, + 0.03722348064184189, + 0.08630113303661346, + 0.054319608956575394, + 0.3043783903121948, + 0.1722596287727356 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.009778574109077454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_5/index_tensor([5612, 5612])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_5/index_tensor([5612, 5612])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c9d8fb35e37891ea9626d81c46621250a5b659cc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_5/index_tensor([5612, 5612])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures a euphoric moment as five men stand shoulder to shoulder, their arms intertwined in a powerful display of camaraderie. The group's skin tones range from fair to olive to dark brown, with a variety of hair colors and styles, including short blond, curly black, and straight dark brown. Four of the men wear blue shirts in varying shades and styles (from navy to royal), creating a sense of solidarity. A man near the center breaks the pattern by wearing a blue T-shirt over a long-sleeved shirt, with bold yellow and black horizontal stripes running down his visible arm. To the left of the frame, a man sports two simple yet thick stripes of face paint—one blue, one white—applied vertically across his left cheek. The five men collectively cheer, their heads tilted slightly back, their mouths wide open in genuine, eyebrow-raising smiles. They are posed indoors in a cozy, warmly lit room, with ambient light from an off-camera source accentuating their ecstatic expressions. The background is softly blurred, suggesting a casual living space without distracting from the subject, focusing the entire picture on the palpable atmosphere of victory celebration and deep-rooted friendship.", + "seed": 33200, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_5/index_5612_seed_33200_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13528770599514245, + "vlm_logprob": -0.13528770599514245, + "vlm_yes_no_margin": 2.549999988079071, + "vlm_token_credit": -0.13528770599514245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38795000314712524 + ], + "opposite_logprob_tokens": [ + -1.1379499435424805 + ], + "logprob_reward": -0.38795000314712524, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38795000314712524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09816824644804001, + 0.15243074297904968, + 0.1672968566417694, + 0.07983004301786423, + 0.14668512344360352, + 0.09398270398378372, + 0.0843145027756691, + 0.022547682747244835, + 0.02856919914484024, + 0.1261749416589737 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.38795000314712524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038115546107292175 + ], + "opposite_logprob_tokens": [ + -3.2881155014038086 + ], + "logprob_reward": -0.038115546107292175, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038115546107292175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09635253995656967, + 0.1043953225016594, + 0.24064235389232635, + 0.05491923913359642, + 0.3390234410762787, + 0.025546444579958916, + 0.021473750472068787, + 0.007896293886005878, + 0.08407364040613174, + 0.02567693404853344 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.038115546107292175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896851003170013 + ], + "opposite_logprob_tokens": [ + -2.5789685249328613 + ], + "logprob_reward": -0.07896851003170013, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896851003170013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04724853113293648, + 0.08179282397031784, + 0.30645275115966797, + 0.03763866797089577, + 0.2502976059913635, + 0.03630073741078377, + 0.025156715884804726, + 0.010018368251621723, + 0.1761137843132019, + 0.028980029746890068 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.07896851003170013 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033774614334106 + ], + "opposite_logprob_tokens": [ + -1.9103376865386963 + ], + "logprob_reward": -0.16033774614334106, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033774614334106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05852499604225159, + 0.04525471851229668, + 0.17516987025737762, + 0.06042210012674332, + 0.2884182929992676, + 0.13326582312583923, + 0.03117775358259678, + 0.01920318230986595, + 0.016869472339749336, + 0.1716938316822052 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.16033774614334106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066724546253681 + ], + "opposite_logprob_tokens": [ + -4.511066913604736 + ], + "logprob_reward": -0.011066724546253681, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066724546253681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3398069739341736, + 0.05421598255634308, + 0.1740131825208664, + 0.02212061546742916, + 0.21385161578655243, + 0.024021150544285774, + 0.019434094429016113, + 0.020091023296117783, + 0.10841288417577744, + 0.024032466113567352 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.011066724546253681 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a euphoric moment as five men stand shoulder to shoulder, their arms intertwined in a powerful display of camaraderie. The group's skin tones range from fair to olive to dark brown, with a variety of hair colors and styles, including short blond, curly black, and straight dark brown. Four of the men wear blue shirts in varying shades and styles (from navy to royal), creating a sense of solidarity. A man near the center breaks the pattern by wearing a blue T-shirt over a long-sleeved shirt, with bold yellow and black horizontal stripes running down his visible arm. To the left of the frame, a man sports two simple yet thick stripes of face paint—one blue, one white—applied vertically across his left cheek. The five men collectively cheer, their heads tilted slightly back, their mouths wide open in genuine, eyebrow-raising smiles. They are posed indoors in a cozy, warmly lit room, with ambient light from an off-camera source accentuating their ecstatic expressions. The background is softly blurred, suggesting a casual living space without distracting from the subject, focusing the entire picture on the palpable atmosphere of victory celebration and deep-rooted friendship.", + "seed": 33201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_5/index_5612_seed_33201_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05837917942553759, + "vlm_logprob": -0.05837917942553759, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.05837917942553759, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14354033768177032 + ], + "opposite_logprob_tokens": [ + -2.018540382385254 + ], + "logprob_reward": -0.14354033768177032, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14354033768177032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1226484626531601, + 0.04275277629494667, + 0.10154476016759872, + 0.16654948890209198, + 0.0941624715924263, + 0.09163135290145874, + 0.0889311209321022, + 0.09221357852220535, + 0.16130200028419495, + 0.03826398029923439 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.14354033768177032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983037196099758 + ], + "opposite_logprob_tokens": [ + -3.5298304557800293 + ], + "logprob_reward": -0.02983037196099758, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983037196099758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19950973987579346, + 0.07088137418031693, + 0.056110821664333344, + 0.0382615402340889, + 0.054171014577150345, + 0.3056213855743408, + 0.053431689739227295, + 0.08335857093334198, + 0.08448169380426407, + 0.05417216941714287 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.02983037196099758 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789652094244957 + ], + "opposite_logprob_tokens": [ + -2.578965187072754 + ], + "logprob_reward": -0.0789652094244957, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789652094244957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12953056395053864, + 0.02438419871032238, + 0.04397333413362503, + 0.044515304267406464, + 0.10130403190851212, + 0.5445284247398376, + 0.024208879098296165, + 0.0346333310008049, + 0.026321453973650932, + 0.026600517332553864 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0789652094244957 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029788486659526825 + ], + "opposite_logprob_tokens": [ + -3.5297884941101074 + ], + "logprob_reward": -0.029788486659526825, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029788486659526825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09624665975570679, + 0.043297797441482544, + 0.10868482291698456, + 0.19937103986740112, + 0.0909418910741806, + 0.07181768119335175, + 0.07787493616342545, + 0.07626889646053314, + 0.1674164980649948, + 0.06807975471019745 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.029788486659526825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009771491400897503 + ], + "opposite_logprob_tokens": [ + -4.634771347045898 + ], + "logprob_reward": -0.009771491400897503, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009771491400897503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1638236790895462, + 0.19432513415813446, + 0.09379424899816513, + 0.2029811292886734, + 0.0639806017279625, + 0.07618392258882523, + 0.054642967879772186, + 0.05546710640192032, + 0.06600520759820938, + 0.028796033933758736 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.009771491400897503 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a euphoric moment as five men stand shoulder to shoulder, their arms intertwined in a powerful display of camaraderie. The group's skin tones range from fair to olive to dark brown, with a variety of hair colors and styles, including short blond, curly black, and straight dark brown. Four of the men wear blue shirts in varying shades and styles (from navy to royal), creating a sense of solidarity. A man near the center breaks the pattern by wearing a blue T-shirt over a long-sleeved shirt, with bold yellow and black horizontal stripes running down his visible arm. To the left of the frame, a man sports two simple yet thick stripes of face paint—one blue, one white—applied vertically across his left cheek. The five men collectively cheer, their heads tilted slightly back, their mouths wide open in genuine, eyebrow-raising smiles. They are posed indoors in a cozy, warmly lit room, with ambient light from an off-camera source accentuating their ecstatic expressions. The background is softly blurred, suggesting a casual living space without distracting from the subject, focusing the entire picture on the palpable atmosphere of victory celebration and deep-rooted friendship.", + "seed": 33202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_5/index_5612_seed_33202_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10820210985839367, + "vlm_logprob": -0.10820210985839367, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.10820210985839367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3874547779560089 + ], + "opposite_logprob_tokens": [ + -1.1374547481536865 + ], + "logprob_reward": -0.3874547779560089, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3874547779560089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41367968916893005, + 0.06405032426118851, + 0.06114918366074562, + 0.05523509904742241, + 0.13403233885765076, + 0.05220235884189606, + 0.08795912563800812, + 0.042383115738630295, + 0.04310169816017151, + 0.04620705917477608 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.3874547779560089 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085611656308174 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085611656308174, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085611656308174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22190798819065094, + 0.1285547912120819, + 0.06479717791080475, + 0.04162510856986046, + 0.10587506741285324, + 0.049450479447841644, + 0.15123985707759857, + 0.12843729555606842, + 0.04854210093617439, + 0.059570178389549255 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.016085611656308174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700010359287262 + ], + "opposite_logprob_tokens": [ + -2.6950011253356934 + ], + "logprob_reward": -0.0700010359287262, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700010359287262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16425864398479462, + 0.1870562881231308, + 0.07374309003353119, + 0.055371128022670746, + 0.09888632595539093, + 0.05680400878190994, + 0.19809791445732117, + 0.07634992897510529, + 0.03155984356999397, + 0.05787280574440956 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0700010359287262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054941657930612564 + ], + "opposite_logprob_tokens": [ + -2.9299416542053223 + ], + "logprob_reward": -0.054941657930612564, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054941657930612564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1585056632757187, + 0.05787255987524986, + 0.0894797295331955, + 0.04335940629243851, + 0.07377975434064865, + 0.09395721554756165, + 0.09093915671110153, + 0.04240354150533676, + 0.24662597477436066, + 0.10307706892490387 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.054941657930612564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125274658203125 + ], + "opposite_logprob_tokens": [ + -4.3875274658203125 + ], + "logprob_reward": -0.0125274658203125, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125274658203125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2602198123931885, + 0.04793016240000725, + 0.051377564668655396, + 0.06662534922361374, + 0.2655908763408661, + 0.05325518548488617, + 0.04862724989652634, + 0.07813803851604462, + 0.06486634910106659, + 0.06336944550275803 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0125274658203125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a euphoric moment as five men stand shoulder to shoulder, their arms intertwined in a powerful display of camaraderie. The group's skin tones range from fair to olive to dark brown, with a variety of hair colors and styles, including short blond, curly black, and straight dark brown. Four of the men wear blue shirts in varying shades and styles (from navy to royal), creating a sense of solidarity. A man near the center breaks the pattern by wearing a blue T-shirt over a long-sleeved shirt, with bold yellow and black horizontal stripes running down his visible arm. To the left of the frame, a man sports two simple yet thick stripes of face paint—one blue, one white—applied vertically across his left cheek. The five men collectively cheer, their heads tilted slightly back, their mouths wide open in genuine, eyebrow-raising smiles. They are posed indoors in a cozy, warmly lit room, with ambient light from an off-camera source accentuating their ecstatic expressions. The background is softly blurred, suggesting a casual living space without distracting from the subject, focusing the entire picture on the palpable atmosphere of victory celebration and deep-rooted friendship.", + "seed": 33203, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_5/index_5612_seed_33203_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14270707815885544, + "vlm_logprob": -0.14270707815885544, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.14270707815885544, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5240925550460815 + ], + "opposite_logprob_tokens": [ + -0.8990925550460815 + ], + "logprob_reward": -0.5240925550460815, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5240925550460815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4374982714653015, + 0.053433630615472794, + 0.09785491228103638, + 0.06446896493434906, + 0.08749639987945557, + 0.05348440632224083, + 0.03795444220304489, + 0.04737646505236626, + 0.052769437432289124, + 0.06766313314437866 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.5240925550460815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372703120112419 + ], + "opposite_logprob_tokens": [ + -3.408726930618286 + ], + "logprob_reward": -0.03372703120112419, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372703120112419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3355621099472046, + 0.05204455927014351, + 0.07027265429496765, + 0.1229219138622284, + 0.10601360350847244, + 0.027163557708263397, + 0.12085769325494766, + 0.03735153749585152, + 0.031586162745952606, + 0.09622622281312943 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.03372703120112419 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896686345338821 + ], + "opposite_logprob_tokens": [ + -2.5789668560028076 + ], + "logprob_reward": -0.07896686345338821, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896686345338821, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5596227049827576, + 0.046653736382722855, + 0.08346407860517502, + 0.097222238779068, + 0.08038467913866043, + 0.048991501331329346, + 0.017776161432266235, + 0.029701748862862587, + 0.016357816755771637, + 0.019825322553515434 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.07896686345338821 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430506095290184 + ], + "opposite_logprob_tokens": [ + -3.168050527572632 + ], + "logprob_reward": -0.0430506095290184, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430506095290184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19369618594646454, + 0.09496570378541946, + 0.2530845105648041, + 0.1757584810256958, + 0.08401229232549667, + 0.048497769981622696, + 0.033851735293865204, + 0.028905829414725304, + 0.03759397566318512, + 0.0496334582567215 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0430506095290184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are exactly five men standing shoulder to shoulder with their arms intertwined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four of the men wear blue shirts in varying shades while one man wears a blue T-shirt over a long-sleeved shirt with yellow and black horizontal stripes on his arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a man on the left side of the frame with two thick vertical stripes of face paint (one blue, one white) on his left cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the men cheering with heads tilted back and mouths wide open in smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set indoors in a cozy, warmly lit room with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369833156466484 + ], + "opposite_logprob_tokens": [ + -3.408698320388794 + ], + "logprob_reward": -0.03369833156466484, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369833156466484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6622490286827087, + 0.04384959489107132, + 0.03830059990286827, + 0.06338825821876526, + 0.09755078703165054, + 0.01907658949494362, + 0.012846896424889565, + 0.025093605741858482, + 0.009222128428518772, + 0.028422456234693527 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.03369833156466484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_6/index_tensor([9575, 9575])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_6/index_tensor([9575, 9575])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6ed88d9c62014b62ff1c2bf79bc4af7b2f7ba69a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_6/index_tensor([9575, 9575])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic 360-degree rotating medium shot unfolds, centered around a red-clad, heroic female warrior known as the \"Six-Fingered Lute Demon.\" She stands in profile, graceful and powerful, atop a lone mountaintop. A dusk sky blazes with golden crimson and deep purple, and in the distance, mist-shrouded mountains stretch endlessly. A blood-red silk robe drapes around her slender figure, her sleeves and high-bound jet-black hair gently fluttering under the influence of an invisible inner force. Her face is stern and commanding, her piercing eyes fixed intently ahead. Her unusual left hand—bearing a single, slender, yet powerful finger in addition to the five typical fingers—strikes with ethereal speed across an ancient, dark brown guqin, held upright before her by an invisible force. With each strum, translucent waves of energy erupted from the shimmering, metallic strings. They rapidly sharpened and coalesced in mid-air, transforming into countless razor-sharp, materialized sword energies, shrouded in cold light and piercing the sky. Then, as the camera continued to rotate, these emanating sword energies transformed a second time along their trajectory, transforming into phantom figures of ancient generals clad in ancient armor, wielding spears and swords. Composed of flowing light, their faces blurred but imbued with a murderous aura, they uttered silent roars and charged fiercely from all directions toward the red-clad heroine, finally dissipating into a swirl of light as they approached her. The entire scene, interwoven with magnificent natural light and the cool glow of energy effects, exudes a deadly grace and the unrivaled aura of a martial arts master.", + "seed": 10913, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_6/index_9575_seed_10913_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.302528515085578, + "vlm_logprob": -0.302528515085578, + "vlm_yes_no_margin": 2.625000023841858, + "vlm_token_credit": -0.302528515085578, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012405730783939362 + ], + "opposite_logprob_tokens": [ + -4.512405872344971 + ], + "logprob_reward": -0.012405730783939362, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012405730783939362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23927249014377594, + 0.04130508378148079, + 0.08595705032348633, + 0.07545238733291626, + 0.06083601340651512, + 0.04921891167759895, + 0.10466214269399643, + 0.12986493110656738, + 0.11528407782316208, + 0.09814690053462982 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.012405730783939362 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283673465251923 + ], + "opposite_logprob_tokens": [ + -2.017836809158325 + ], + "logprob_reward": -0.14283673465251923, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14283673465251923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10039696842432022, + 0.056954871863126755, + 0.04102925956249237, + 0.04473971575498581, + 0.05080651491880417, + 0.038442015647888184, + 0.050841208547353745, + 0.06943553686141968, + 0.17449705302715302, + 0.3728567957878113 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.14283673465251923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980630472302437 + ], + "opposite_logprob_tokens": [ + -3.52980637550354 + ], + "logprob_reward": -0.02980630472302437, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980630472302437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10478071868419647, + 0.04404192790389061, + 0.04810338839888573, + 0.0327816940844059, + 0.029145224019885063, + 0.018236452713608742, + 0.016797078773379326, + 0.051562000066041946, + 0.2957848310470581, + 0.3587666451931 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.02980630472302437 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193536713719368 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193536713719368, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193536713719368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03619556501507759, + 0.014940125867724419, + 0.02836543694138527, + 0.014246337115764618, + 0.01959710754454136, + 0.014641125686466694, + 0.015429235994815826, + 0.05068306624889374, + 0.21211828291416168, + 0.5937836170196533 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.014193536713719368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134002685546875 + ], + "opposite_logprob_tokens": [ + -0.3134002089500427 + ], + "logprob_reward": -1.3134002685546875, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134002685546875, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22554230690002441, + 0.05232109874486923, + 0.09526599943637848, + 0.08630018681287766, + 0.1019938513636589, + 0.10305870324373245, + 0.05821751803159714, + 0.11568154394626617, + 0.09985920041799545, + 0.06175965443253517 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -1.3134002685546875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An epic 360-degree rotating medium shot unfolds, centered around a red-clad, heroic female warrior known as the \"Six-Fingered Lute Demon.\" She stands in profile, graceful and powerful, atop a lone mountaintop. A dusk sky blazes with golden crimson and deep purple, and in the distance, mist-shrouded mountains stretch endlessly. A blood-red silk robe drapes around her slender figure, her sleeves and high-bound jet-black hair gently fluttering under the influence of an invisible inner force. Her face is stern and commanding, her piercing eyes fixed intently ahead. Her unusual left hand—bearing a single, slender, yet powerful finger in addition to the five typical fingers—strikes with ethereal speed across an ancient, dark brown guqin, held upright before her by an invisible force. With each strum, translucent waves of energy erupted from the shimmering, metallic strings. They rapidly sharpened and coalesced in mid-air, transforming into countless razor-sharp, materialized sword energies, shrouded in cold light and piercing the sky. Then, as the camera continued to rotate, these emanating sword energies transformed a second time along their trajectory, transforming into phantom figures of ancient generals clad in ancient armor, wielding spears and swords. Composed of flowing light, their faces blurred but imbued with a murderous aura, they uttered silent roars and charged fiercely from all directions toward the red-clad heroine, finally dissipating into a swirl of light as they approached her. The entire scene, interwoven with magnificent natural light and the cool glow of energy effects, exudes a deadly grace and the unrivaled aura of a martial arts master.", + "seed": 10914, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_6/index_9575_seed_10914_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12548334822058677, + "vlm_logprob": -0.12548334822058677, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.12548334822058677, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00956476479768753 + ], + "opposite_logprob_tokens": [ + -4.7595648765563965 + ], + "logprob_reward": -0.00956476479768753, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00956476479768753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16167573630809784, + 0.07924623042345047, + 0.06784322112798691, + 0.1485830694437027, + 0.09500416368246078, + 0.07095897942781448, + 0.17941699922084808, + 0.06659705936908722, + 0.04223388060927391, + 0.0884406566619873 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.00956476479768753 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042405366897583 + ], + "opposite_logprob_tokens": [ + -1.910423994064331 + ], + "logprob_reward": -0.16042405366897583, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042405366897583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29605987668037415, + 0.040698591619729996, + 0.054858867079019547, + 0.03064791113138199, + 0.24337300658226013, + 0.06908134371042252, + 0.05139201134443283, + 0.07135628908872604, + 0.04186326265335083, + 0.10066886246204376 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.16042405366897583 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023312298581004143 + ], + "opposite_logprob_tokens": [ + -3.7733123302459717 + ], + "logprob_reward": -0.023312298581004143, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023312298581004143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18909166753292084, + 0.04680284857749939, + 0.05268648639321327, + 0.03232550993561745, + 0.11821681261062622, + 0.13959187269210815, + 0.1642184555530548, + 0.0767146497964859, + 0.058755289763212204, + 0.12159637361764908 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.023312298581004143 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253320559859276 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253320559859276, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253320559859276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1405840516090393, + 0.02447735331952572, + 0.031556058675050735, + 0.01122268382459879, + 0.30650973320007324, + 0.06364994496107101, + 0.2225065678358078, + 0.07486209273338318, + 0.02072220668196678, + 0.10390933603048325 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.005253320559859276 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288623034954071 + ], + "opposite_logprob_tokens": [ + -1.0538623332977295 + ], + "logprob_reward": -0.4288623034954071, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288623034954071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1149715706706047, + 0.0711226537823677, + 0.04012751579284668, + 0.03627452999353409, + 0.28370073437690735, + 0.10536806285381317, + 0.09687048196792603, + 0.046146899461746216, + 0.039288125932216644, + 0.1661294847726822 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.4288623034954071 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic 360-degree rotating medium shot unfolds, centered around a red-clad, heroic female warrior known as the \"Six-Fingered Lute Demon.\" She stands in profile, graceful and powerful, atop a lone mountaintop. A dusk sky blazes with golden crimson and deep purple, and in the distance, mist-shrouded mountains stretch endlessly. A blood-red silk robe drapes around her slender figure, her sleeves and high-bound jet-black hair gently fluttering under the influence of an invisible inner force. Her face is stern and commanding, her piercing eyes fixed intently ahead. Her unusual left hand—bearing a single, slender, yet powerful finger in addition to the five typical fingers—strikes with ethereal speed across an ancient, dark brown guqin, held upright before her by an invisible force. With each strum, translucent waves of energy erupted from the shimmering, metallic strings. They rapidly sharpened and coalesced in mid-air, transforming into countless razor-sharp, materialized sword energies, shrouded in cold light and piercing the sky. Then, as the camera continued to rotate, these emanating sword energies transformed a second time along their trajectory, transforming into phantom figures of ancient generals clad in ancient armor, wielding spears and swords. Composed of flowing light, their faces blurred but imbued with a murderous aura, they uttered silent roars and charged fiercely from all directions toward the red-clad heroine, finally dissipating into a swirl of light as they approached her. The entire scene, interwoven with magnificent natural light and the cool glow of energy effects, exudes a deadly grace and the unrivaled aura of a martial arts master.", + "seed": 10915, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_6/index_9575_seed_10915_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11965802758932113, + "vlm_logprob": -0.11965802758932113, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.11965802758932113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009136534295976162 + ], + "opposite_logprob_tokens": [ + -4.75913667678833 + ], + "logprob_reward": -0.009136534295976162, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009136534295976162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0616309754550457, + 0.024108421057462692, + 0.009315820410847664, + 0.028056621551513672, + 0.05144738405942917, + 0.02158723585307598, + 0.03517826646566391, + 0.0512005016207695, + 0.06877833604812622, + 0.6486964225769043 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.009136534295976162 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906574547290802 + ], + "opposite_logprob_tokens": [ + -2.4640657901763916 + ], + "logprob_reward": -0.08906574547290802, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906574547290802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015811309218406677, + 0.008095778524875641, + 0.003081378061324358, + 0.008896609768271446, + 0.004364539869129658, + 0.005981224589049816, + 0.008004985749721527, + 0.05806523188948631, + 0.2847006916999817, + 0.6029982566833496 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.08906574547290802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607704907655716 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.01607704907655716, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607704907655716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017068032175302505, + 0.009887747466564178, + 0.006423735059797764, + 0.006890806835144758, + 0.007130094803869724, + 0.016945790499448776, + 0.01940431259572506, + 0.011714458465576172, + 0.09963218122720718, + 0.8049027919769287 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.01607704907655716 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780817665159702 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780817665159702, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780817665159702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.006043741479516029, + 0.004931008443236351, + 0.0022873487323522568, + 0.0027965656481683254, + 0.002864230191335082, + 0.004041194915771484, + 0.006708561908453703, + 0.032492637634277344, + 0.031658392399549484, + 0.9061763286590576 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.009780817665159702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47422999143600464 + ], + "opposite_logprob_tokens": [ + -0.9742299914360046 + ], + "logprob_reward": -0.47422999143600464, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47422999143600464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012331169098615646, + 0.0058308253064751625, + 0.006046726368367672, + 0.012160358019173145, + 0.007525109685957432, + 0.014479915611445904, + 0.02219962514936924, + 0.04735303297638893, + 0.6487032771110535, + 0.2233700305223465 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.47422999143600464 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic 360-degree rotating medium shot unfolds, centered around a red-clad, heroic female warrior known as the \"Six-Fingered Lute Demon.\" She stands in profile, graceful and powerful, atop a lone mountaintop. A dusk sky blazes with golden crimson and deep purple, and in the distance, mist-shrouded mountains stretch endlessly. A blood-red silk robe drapes around her slender figure, her sleeves and high-bound jet-black hair gently fluttering under the influence of an invisible inner force. Her face is stern and commanding, her piercing eyes fixed intently ahead. Her unusual left hand—bearing a single, slender, yet powerful finger in addition to the five typical fingers—strikes with ethereal speed across an ancient, dark brown guqin, held upright before her by an invisible force. With each strum, translucent waves of energy erupted from the shimmering, metallic strings. They rapidly sharpened and coalesced in mid-air, transforming into countless razor-sharp, materialized sword energies, shrouded in cold light and piercing the sky. Then, as the camera continued to rotate, these emanating sword energies transformed a second time along their trajectory, transforming into phantom figures of ancient generals clad in ancient armor, wielding spears and swords. Composed of flowing light, their faces blurred but imbued with a murderous aura, they uttered silent roars and charged fiercely from all directions toward the red-clad heroine, finally dissipating into a swirl of light as they approached her. The entire scene, interwoven with magnificent natural light and the cool glow of energy effects, exudes a deadly grace and the unrivaled aura of a martial arts master.", + "seed": 10916, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_6/index_9575_seed_10916_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.27674518525600433, + "vlm_logprob": -0.27674518525600433, + "vlm_yes_no_margin": 2.9750000119209288, + "vlm_token_credit": -0.27674518525600433, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010226353071630001 + ], + "opposite_logprob_tokens": [ + -4.635226249694824 + ], + "logprob_reward": -0.010226353071630001, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010226353071630001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1371234506368637, + 0.04500020295381546, + 0.020177040249109268, + 0.09254806488752365, + 0.02039540745317936, + 0.028856972232460976, + 0.09884008765220642, + 0.16996996104717255, + 0.11730702221393585, + 0.26978182792663574 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.010226353071630001 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270899474620819 + ], + "opposite_logprob_tokens": [ + -2.1270899772644043 + ], + "logprob_reward": -0.1270899474620819, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270899474620819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09588295221328735, + 0.06780970841646194, + 0.0924430713057518, + 0.1372784823179245, + 0.01793059892952442, + 0.018539467826485634, + 0.048512205481529236, + 0.06619419902563095, + 0.08220098167657852, + 0.37320828437805176 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.1270899474620819 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088075935840607 + ], + "opposite_logprob_tokens": [ + -4.141088008880615 + ], + "logprob_reward": -0.016088075935840607, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088075935840607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08649592846632004, + 0.041956428438425064, + 0.05608764663338661, + 0.09410002082586288, + 0.014812271110713482, + 0.03568141534924507, + 0.11911681294441223, + 0.09533898532390594, + 0.07397466152906418, + 0.3824358582496643 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.016088075935840607 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737136282026768 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737136282026768, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737136282026768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07748663425445557, + 0.031264133751392365, + 0.06909922510385513, + 0.032406099140644073, + 0.021316852420568466, + 0.012634936720132828, + 0.034911591559648514, + 0.10781130939722061, + 0.21996743977069855, + 0.3931017220020294 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.006737136282026768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a female warrior wearing a red silk robe and standing in profile on a mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior's left hand have six fingers (five typical plus one slender additional finger)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior strum an ancient dark brown guqin held upright by an invisible force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strumming actions transform into sword energies that then transform into phantom figures of ancient generals charging toward the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a 360-degree rotation centered on the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235844135284424 + ], + "opposite_logprob_tokens": [ + -0.34858447313308716 + ], + "logprob_reward": -1.2235844135284424, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.2235844135284424, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06347861886024475, + 0.045337021350860596, + 0.03150032460689545, + 0.04137831926345825, + 0.03764905780553818, + 0.04088117927312851, + 0.0849495679140091, + 0.2893740236759186, + 0.21715302765369415, + 0.14829887449741364 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -1.2235844135284424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_7/index_tensor([5483, 5483])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_7/index_tensor([5483, 5483])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3a33e2ff17e0ff58d912dbd39c0f7339e6376988 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_7/index_tensor([5483, 5483])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping wide-angle shot begins with a perfect top-down bird's-eye view, the camera held static as a dark, stylized continent unfolds to fill the frame. This continent possesses a functional, product-like aesthetic, with its forms defined by flat, matte charcoal-gray outlines set against a deep, void-like black background, emphasizing clarity and modern design. Suddenly, major urban centers begin to activate, appearing as tiny, softly pulsating nodes of clean white light. From these points, bright, smooth lines of energy emerge, emitting a precise, minimalist cyan hue, and begin swiftly and deliberately tracing complex paths through the dark terrain. Drawn with the crisp precision of a digital interface, these lines flow like pure streams of data, connecting the glowing urban nodes and methodically constructing a complex, interconnected network. The light emanating from the lines is sharp and encompassing, without any ambient glow, enhancing the scene's high contrast and graphical quality and creating a sophisticated, futuristic atmosphere of seamless global connection.", + "seed": 8178, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_7/index_5483_seed_8178_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.26068248264491556, + "vlm_logprob": -0.26068248264491556, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.26068248264491556, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0806250125169754 + ], + "opposite_logprob_tokens": [ + -2.580625057220459 + ], + "logprob_reward": -0.0806250125169754, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0806250125169754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19935622811317444, + 0.1730339378118515, + 0.06298165023326874, + 0.1419328898191452, + 0.11279623955488205, + 0.0327143520116806, + 0.08170079439878464, + 0.09431453794240952, + 0.035601694136857986, + 0.0655677318572998 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0806250125169754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38707372546195984 + ], + "opposite_logprob_tokens": [ + -1.1370737552642822 + ], + "logprob_reward": -0.38707372546195984, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38707372546195984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2156054675579071, + 0.12311477959156036, + 0.08496708422899246, + 0.10218626260757446, + 0.09845606237649918, + 0.08127015084028244, + 0.13497133553028107, + 0.05270955711603165, + 0.05664379149675369, + 0.0500754751265049 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.38707372546195984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637585513293743 + ], + "opposite_logprob_tokens": [ + -4.8826375007629395 + ], + "logprob_reward": -0.007637585513293743, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637585513293743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10298451036214828, + 0.08050476759672165, + 0.06722317636013031, + 0.14459124207496643, + 0.08881451189517975, + 0.07149501144886017, + 0.22163456678390503, + 0.07340753078460693, + 0.07667911052703857, + 0.07266563922166824 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.007637585513293743 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019395602867007256 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019395602867007256, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019395602867007256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08378623425960541, + 0.08049280941486359, + 0.04219549521803856, + 0.08451876789331436, + 0.08961395174264908, + 0.07150819152593613, + 0.23470941185951233, + 0.1026659682393074, + 0.06443196535110474, + 0.14607717096805573 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.0019395602867007256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261365294456482 + ], + "opposite_logprob_tokens": [ + -0.5761365294456482 + ], + "logprob_reward": -0.8261365294456482, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261365294456482, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1030309796333313, + 0.08798491954803467, + 0.07192838191986084, + 0.08886140584945679, + 0.13215932250022888, + 0.06285963207483292, + 0.11315632611513138, + 0.1497693806886673, + 0.05231184884905815, + 0.1379377692937851 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.8261365294456482 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "sweeping wide-angle shot begins with a perfect top-down bird's-eye view, the camera held static as a dark, stylized continent unfolds to fill the frame. This continent possesses a functional, product-like aesthetic, with its forms defined by flat, matte charcoal-gray outlines set against a deep, void-like black background, emphasizing clarity and modern design. Suddenly, major urban centers begin to activate, appearing as tiny, softly pulsating nodes of clean white light. From these points, bright, smooth lines of energy emerge, emitting a precise, minimalist cyan hue, and begin swiftly and deliberately tracing complex paths through the dark terrain. Drawn with the crisp precision of a digital interface, these lines flow like pure streams of data, connecting the glowing urban nodes and methodically constructing a complex, interconnected network. The light emanating from the lines is sharp and encompassing, without any ambient glow, enhancing the scene's high contrast and graphical quality and creating a sophisticated, futuristic atmosphere of seamless global connection.", + "seed": 8179, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_7/index_5483_seed_8179_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18456815311219543, + "vlm_logprob": -0.18456815311219543, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.18456815311219543, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05643472447991371 + ], + "opposite_logprob_tokens": [ + -2.9314346313476562 + ], + "logprob_reward": -0.05643472447991371, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05643472447991371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0915016233921051, + 0.10828886926174164, + 0.13109733164310455, + 0.13664394617080688, + 0.045482147485017776, + 0.0591919906437397, + 0.04831511899828911, + 0.05279882252216339, + 0.2641126811504364, + 0.0625675693154335 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.05643472447991371 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983453869819641 + ], + "opposite_logprob_tokens": [ + -3.529834508895874 + ], + "logprob_reward": -0.02983453869819641, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983453869819641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12252045422792435, + 0.07392282783985138, + 0.11000235378742218, + 0.048463549464941025, + 0.030767878517508507, + 0.03486289083957672, + 0.1337708830833435, + 0.0516749769449234, + 0.33769452571868896, + 0.05631965771317482 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.02983453869819641 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979132391512394 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.00979132391512394, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979132391512394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07499095797538757, + 0.06661555916070938, + 0.23396213352680206, + 0.10667239129543304, + 0.044116079807281494, + 0.07981864362955093, + 0.036003999412059784, + 0.046862099319696426, + 0.262273371219635, + 0.048684779554605484 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.00979132391512394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006329201860353351 + ], + "opposite_logprob_tokens": [ + -7.3756327629089355 + ], + "logprob_reward": -0.0006329201860353351, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006329201860353351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12862329185009003, + 0.11619335412979126, + 0.15360260009765625, + 0.066182442009449, + 0.07291531562805176, + 0.08927981555461884, + 0.0665985569357872, + 0.13930022716522217, + 0.08108468353748322, + 0.08621970564126968 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.0006329201860353351 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261472582817078 + ], + "opposite_logprob_tokens": [ + -0.5761472582817078 + ], + "logprob_reward": -0.8261472582817078, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261472582817078, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08605165779590607, + 0.08070569485425949, + 0.2764550447463989, + 0.04076533764600754, + 0.04798872023820877, + 0.13986369967460632, + 0.0709143802523613, + 0.04348158836364746, + 0.12548871338367462, + 0.08828520029783249 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.8261472582817078 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "sweeping wide-angle shot begins with a perfect top-down bird's-eye view, the camera held static as a dark, stylized continent unfolds to fill the frame. This continent possesses a functional, product-like aesthetic, with its forms defined by flat, matte charcoal-gray outlines set against a deep, void-like black background, emphasizing clarity and modern design. Suddenly, major urban centers begin to activate, appearing as tiny, softly pulsating nodes of clean white light. From these points, bright, smooth lines of energy emerge, emitting a precise, minimalist cyan hue, and begin swiftly and deliberately tracing complex paths through the dark terrain. Drawn with the crisp precision of a digital interface, these lines flow like pure streams of data, connecting the glowing urban nodes and methodically constructing a complex, interconnected network. The light emanating from the lines is sharp and encompassing, without any ambient glow, enhancing the scene's high contrast and graphical quality and creating a sophisticated, futuristic atmosphere of seamless global connection.", + "seed": 8180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_7/index_5483_seed_8180_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.28640435230918226, + "vlm_logprob": -0.28640435230918226, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.28640435230918226, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3898773193359375 + ], + "opposite_logprob_tokens": [ + -1.1398773193359375 + ], + "logprob_reward": -0.3898773193359375, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3898773193359375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14894402027130127, + 0.0692158043384552, + 0.10761632025241852, + 0.055074650794267654, + 0.2577727437019348, + 0.06585028022527695, + 0.24058568477630615, + 0.01881406642496586, + 0.020796285942196846, + 0.015330140478909016 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.3898773193359375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207360327243805 + ], + "opposite_logprob_tokens": [ + -2.8120737075805664 + ], + "logprob_reward": -0.06207360327243805, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207360327243805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13206182420253754, + 0.10661672055721283, + 0.051633015275001526, + 0.05120360478758812, + 0.07922622561454773, + 0.05342189595103264, + 0.4511459171772003, + 0.017102353274822235, + 0.02747831493616104, + 0.030110055580735207 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.06207360327243805 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100368358194828 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.004100368358194828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100368358194828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2296844720840454, + 0.048654116690158844, + 0.06543979048728943, + 0.03862125799059868, + 0.10609835386276245, + 0.01425884198397398, + 0.4241679608821869, + 0.0430053249001503, + 0.013982442207634449, + 0.01608746498823166 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.004100368358194828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017121669370681047 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017121669370681047, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017121669370681047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1507926732301712, + 0.08114585280418396, + 0.12494462728500366, + 0.07281757891178131, + 0.11515536904335022, + 0.10226701200008392, + 0.2464325875043869, + 0.044733621180057526, + 0.024762095883488655, + 0.036948591470718384 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.0017121669370681047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974258303642273 + ], + "opposite_logprob_tokens": [ + -0.47425830364227295 + ], + "logprob_reward": -0.974258303642273, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974258303642273, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15528574585914612, + 0.19728396832942963, + 0.10306747257709503, + 0.06721078604459763, + 0.16416092216968536, + 0.053040239959955215, + 0.11051519215106964, + 0.06619518250226974, + 0.04286516457796097, + 0.04037531837821007 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.974258303642273 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "sweeping wide-angle shot begins with a perfect top-down bird's-eye view, the camera held static as a dark, stylized continent unfolds to fill the frame. This continent possesses a functional, product-like aesthetic, with its forms defined by flat, matte charcoal-gray outlines set against a deep, void-like black background, emphasizing clarity and modern design. Suddenly, major urban centers begin to activate, appearing as tiny, softly pulsating nodes of clean white light. From these points, bright, smooth lines of energy emerge, emitting a precise, minimalist cyan hue, and begin swiftly and deliberately tracing complex paths through the dark terrain. Drawn with the crisp precision of a digital interface, these lines flow like pure streams of data, connecting the glowing urban nodes and methodically constructing a complex, interconnected network. The light emanating from the lines is sharp and encompassing, without any ambient glow, enhancing the scene's high contrast and graphical quality and creating a sophisticated, futuristic atmosphere of seamless global connection.", + "seed": 8181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_7/index_5483_seed_8181_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15517842741683124, + "vlm_logprob": -0.15517842741683124, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.15517842741683124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07450998574495316 + ], + "opposite_logprob_tokens": [ + -2.699510097503662 + ], + "logprob_reward": -0.07450998574495316, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07450998574495316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3264929950237274, + 0.08857690542936325, + 0.06197471171617508, + 0.06828385591506958, + 0.06059183552861214, + 0.045786041766405106, + 0.11136457324028015, + 0.08029083162546158, + 0.06252266466617584, + 0.09411554038524628 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.07450998574495316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297983676195145 + ], + "opposite_logprob_tokens": [ + -2.2379798889160156 + ], + "logprob_reward": -0.11297983676195145, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297983676195145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21540890634059906, + 0.17341987788677216, + 0.0652342364192009, + 0.0707140788435936, + 0.03775038197636604, + 0.07738523185253143, + 0.04543529450893402, + 0.04591722413897514, + 0.11165615171194077, + 0.15707863867282867 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.11297983676195145 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650331757962704 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650331757962704, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650331757962704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15403403341770172, + 0.14682909846305847, + 0.09549825638532639, + 0.04331933334469795, + 0.04413118213415146, + 0.09033811092376709, + 0.12342876195907593, + 0.10562571883201599, + 0.1000666469335556, + 0.09672888368368149 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.008650331757962704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615036141127348 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.003615036141127348, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615036141127348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11663443595170975, + 0.07442665100097656, + 0.10361175984144211, + 0.0654834434390068, + 0.04996153339743614, + 0.11718608438968658, + 0.06654958426952362, + 0.12059996277093887, + 0.13722661137580872, + 0.14831987023353577 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.003615036141127348 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a dark continent with flat, matte charcoal-gray outlines against a black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, softly pulsating white nodes appear representing urban centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bright cyan lines emerge from the nodes to trace complex paths and form a network?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style high-contrast and graphical with sharp lines and no ambient glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761369466781616 + ], + "opposite_logprob_tokens": [ + -0.8261369466781616 + ], + "logprob_reward": -0.5761369466781616, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761369466781616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09792175889015198, + 0.12430086731910706, + 0.08555345982313156, + 0.06500902771949768, + 0.04178071767091751, + 0.08045993745326996, + 0.09631752967834473, + 0.20462819933891296, + 0.1483910083770752, + 0.05563749372959137 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.5761369466781616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_8/index_tensor([2588, 2588])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_8/index_tensor([2588, 2588])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..33fc871c5f9f62305f16910f413ab07776a569c9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_8/index_tensor([2588, 2588])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene, a cinematic, surreal 3D animation captured with extreme macro photography, begins with the slow, deliberate advance of a *Timorensis* fly. The insect lies motionless on a vibrant green leaf, its form a silent den within a living world. Soft, diffused morning light filters downward through the dense, out-of-focus forest canopy, creating a soft, dappled effect across the scene and bathing it in a cool, fresh color temperature. The leaf itself has a waxy texture, its intricate network of veins clearly visible beneath scattered, shimmering spheres of morning dew, which magnify the surface beneath. As the camera glides forward, the central subject of the fly emerges in stunning detail: its carapace, an iridescent metallic green shell, shimmering with subtle color variations of deep blue and polished bronze in the soft light. Steady camera movement reveals the incredibly fine, delicate hairs on its slender, segmented legs, each one clear and sharp. The propulsion culminates in the fly's head, focused on its enormous, multi-faceted compound eye, which acts as a convex mirror reflecting a miniature, distorted panorama of the entire forest scene, creating a profound atmosphere of serene, microscopic wonder and focused observation.", + "seed": 12814, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_8/index_2588_seed_12814_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01896918807178736, + "vlm_logprob": -0.01896918807178736, + "vlm_yes_no_margin": 4.049999952316284, + "vlm_token_credit": -0.01896918807178736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03134392946958542 + ], + "opposite_logprob_tokens": [ + -3.531343936920166 + ], + "logprob_reward": -0.03134392946958542, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03134392946958542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4579260051250458, + 0.034460458904504776, + 0.04752122238278389, + 0.1597781777381897, + 0.04928726330399513, + 0.05521883815526962, + 0.07940217107534409, + 0.023031573742628098, + 0.06243830919265747, + 0.030935876071453094 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.03134392946958542 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653285913169384 + ], + "opposite_logprob_tokens": [ + -4.758653163909912 + ], + "logprob_reward": -0.008653285913169384, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653285913169384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20202498137950897, + 0.027271635830402374, + 0.05460890382528305, + 0.18035738170146942, + 0.1189456507563591, + 0.034625884145498276, + 0.24439215660095215, + 0.05519629269838333, + 0.0407235287129879, + 0.04185359552502632 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.008653285913169384 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201585859060287 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.018201585859060287, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018201585859060287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05028336122632027, + 0.0438668355345726, + 0.03169586509466171, + 0.07515199482440948, + 0.07499834895133972, + 0.0742819756269455, + 0.4327906370162964, + 0.03705687075853348, + 0.1106540635228157, + 0.06921997666358948 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.018201585859060287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585810765624046 + ], + "opposite_logprob_tokens": [ + -3.895585775375366 + ], + "logprob_reward": -0.020585810765624046, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585810765624046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12150659412145615, + 0.04604065418243408, + 0.0872807651758194, + 0.1289358139038086, + 0.07988346368074417, + 0.06404939293861389, + 0.1367282271385193, + 0.03889362886548042, + 0.15196722745895386, + 0.1447141170501709 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.020585810765624046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606132835149765 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.01606132835149765, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606132835149765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18355529010295868, + 0.07058026641607285, + 0.031116049736738205, + 0.07349783927202225, + 0.07803954929113388, + 0.08946647495031357, + 0.2703121304512024, + 0.04669751226902008, + 0.05910048261284828, + 0.09763432294130325 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.01606132835149765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene, a cinematic, surreal 3D animation captured with extreme macro photography, begins with the slow, deliberate advance of a *Timorensis* fly. The insect lies motionless on a vibrant green leaf, its form a silent den within a living world. Soft, diffused morning light filters downward through the dense, out-of-focus forest canopy, creating a soft, dappled effect across the scene and bathing it in a cool, fresh color temperature. The leaf itself has a waxy texture, its intricate network of veins clearly visible beneath scattered, shimmering spheres of morning dew, which magnify the surface beneath. As the camera glides forward, the central subject of the fly emerges in stunning detail: its carapace, an iridescent metallic green shell, shimmering with subtle color variations of deep blue and polished bronze in the soft light. Steady camera movement reveals the incredibly fine, delicate hairs on its slender, segmented legs, each one clear and sharp. The propulsion culminates in the fly's head, focused on its enormous, multi-faceted compound eye, which acts as a convex mirror reflecting a miniature, distorted panorama of the entire forest scene, creating a profound atmosphere of serene, microscopic wonder and focused observation.", + "seed": 12815, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_8/index_2588_seed_12815_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020917864795774222, + "vlm_logprob": -0.020917864795774222, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.020917864795774222, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03155313432216644 + ], + "opposite_logprob_tokens": [ + -3.531553030014038 + ], + "logprob_reward": -0.03155313432216644, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03155313432216644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18116387724876404, + 0.12249330431222916, + 0.13653157651424408, + 0.05123106390237808, + 0.0268392413854599, + 0.05002821609377861, + 0.09887881577014923, + 0.03987930715084076, + 0.12625263631343842, + 0.16670189797878265 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.03155313432216644 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011103035882115364 + ], + "opposite_logprob_tokens": [ + -4.51110315322876 + ], + "logprob_reward": -0.011103035882115364, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011103035882115364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5747073888778687, + 0.029441118240356445, + 0.031957756727933884, + 0.04357657581567764, + 0.022510584443807602, + 0.10530766099691391, + 0.012991704046726227, + 0.08631408214569092, + 0.04038827866315842, + 0.05280488729476929 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.011103035882115364 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599590614438057 + ], + "opposite_logprob_tokens": [ + -3.895599603652954 + ], + "logprob_reward": -0.020599590614438057, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599590614438057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3971486985683441, + 0.05899765342473984, + 0.014737937599420547, + 0.025849677622318268, + 0.017288362607359886, + 0.02558848261833191, + 0.024349050596356392, + 0.08339683711528778, + 0.10888174176216125, + 0.2437615543603897 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.020599590614438057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370674327015877 + ], + "opposite_logprob_tokens": [ + -3.4087066650390625 + ], + "logprob_reward": -0.03370674327015877, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370674327015877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8038823008537292, + 0.035453278571367264, + 0.026596827432513237, + 0.018024185672402382, + 0.007149845361709595, + 0.029465405270457268, + 0.01717381551861763, + 0.016980718821287155, + 0.015123726800084114, + 0.030149897560477257 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.03370674327015877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076268198899924755 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.0076268198899924755, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076268198899924755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25202861428260803, + 0.12451273947954178, + 0.03894782066345215, + 0.10839784890413284, + 0.019902700558304787, + 0.04669594019651413, + 0.03246266022324562, + 0.04091804847121239, + 0.03348655626177788, + 0.30264702439308167 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0076268198899924755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene, a cinematic, surreal 3D animation captured with extreme macro photography, begins with the slow, deliberate advance of a *Timorensis* fly. The insect lies motionless on a vibrant green leaf, its form a silent den within a living world. Soft, diffused morning light filters downward through the dense, out-of-focus forest canopy, creating a soft, dappled effect across the scene and bathing it in a cool, fresh color temperature. The leaf itself has a waxy texture, its intricate network of veins clearly visible beneath scattered, shimmering spheres of morning dew, which magnify the surface beneath. As the camera glides forward, the central subject of the fly emerges in stunning detail: its carapace, an iridescent metallic green shell, shimmering with subtle color variations of deep blue and polished bronze in the soft light. Steady camera movement reveals the incredibly fine, delicate hairs on its slender, segmented legs, each one clear and sharp. The propulsion culminates in the fly's head, focused on its enormous, multi-faceted compound eye, which acts as a convex mirror reflecting a miniature, distorted panorama of the entire forest scene, creating a profound atmosphere of serene, microscopic wonder and focused observation.", + "seed": 12816, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_8/index_2588_seed_12816_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021018071193248035, + "vlm_logprob": -0.021018071193248035, + "vlm_yes_no_margin": 4.149999952316284, + "vlm_token_credit": -0.021018071193248035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05545639991760254 + ], + "opposite_logprob_tokens": [ + -2.9304563999176025 + ], + "logprob_reward": -0.05545639991760254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05545639991760254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1528322845697403, + 0.4437203109264374, + 0.057286400347948074, + 0.04791262745857239, + 0.016328249126672745, + 0.024840274825692177, + 0.05734394118189812, + 0.029717378318309784, + 0.08112013339996338, + 0.08889838308095932 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.05545639991760254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067458986304700375 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.0067458986304700375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067458986304700375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2659887373447418, + 0.12553562223911285, + 0.04435469210147858, + 0.01823214814066887, + 0.11345794051885605, + 0.05061415955424309, + 0.0832192674279213, + 0.04229621961712837, + 0.043850842863321304, + 0.21245039999485016 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0067458986304700375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647258393466473 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647258393466473, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647258393466473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06068309023976326, + 0.2189665287733078, + 0.04057394713163376, + 0.021566420793533325, + 0.04496112838387489, + 0.04648899659514427, + 0.221360981464386, + 0.11858377605676651, + 0.040024854242801666, + 0.18679021298885345 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.008647258393466473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016065552830696106 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.016065552830696106, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016065552830696106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09184423834085464, + 0.09746774286031723, + 0.022019460797309875, + 0.01580256223678589, + 0.06701970845460892, + 0.11530256271362305, + 0.2089781016111374, + 0.06298063695430756, + 0.07729388773441315, + 0.2412910908460617 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.016065552830696106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018175246194005013 + ], + "opposite_logprob_tokens": [ + -4.01817512512207 + ], + "logprob_reward": -0.018175246194005013, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018175246194005013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18024030327796936, + 0.1539502888917923, + 0.03125776723027229, + 0.025295816361904144, + 0.02337256260216236, + 0.04054023697972298, + 0.3121059834957123, + 0.05104432627558708, + 0.09501632302999496, + 0.0871763825416565 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.018175246194005013 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene, a cinematic, surreal 3D animation captured with extreme macro photography, begins with the slow, deliberate advance of a *Timorensis* fly. The insect lies motionless on a vibrant green leaf, its form a silent den within a living world. Soft, diffused morning light filters downward through the dense, out-of-focus forest canopy, creating a soft, dappled effect across the scene and bathing it in a cool, fresh color temperature. The leaf itself has a waxy texture, its intricate network of veins clearly visible beneath scattered, shimmering spheres of morning dew, which magnify the surface beneath. As the camera glides forward, the central subject of the fly emerges in stunning detail: its carapace, an iridescent metallic green shell, shimmering with subtle color variations of deep blue and polished bronze in the soft light. Steady camera movement reveals the incredibly fine, delicate hairs on its slender, segmented legs, each one clear and sharp. The propulsion culminates in the fly's head, focused on its enormous, multi-faceted compound eye, which acts as a convex mirror reflecting a miniature, distorted panorama of the entire forest scene, creating a profound atmosphere of serene, microscopic wonder and focused observation.", + "seed": 12817, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_8/index_2588_seed_12817_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03290865365415811, + "vlm_logprob": -0.03290865365415811, + "vlm_yes_no_margin": 3.724999952316284, + "vlm_token_credit": -0.03290865365415811, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06324479728937149 + ], + "opposite_logprob_tokens": [ + -2.8132448196411133 + ], + "logprob_reward": -0.06324479728937149, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06324479728937149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016833368688821793, + 0.12819929420948029, + 0.08361510932445526, + 0.023360824212431908, + 0.12034298479557037, + 0.5696604251861572, + 0.01213926076889038, + 0.015686092898249626, + 0.021625546738505363, + 0.008537143468856812 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.06324479728937149 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651322029531002 + ], + "opposite_logprob_tokens": [ + -5.3796515464782715 + ], + "logprob_reward": -0.004651322029531002, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651322029531002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09127253293991089, + 0.05157020688056946, + 0.20052924752235413, + 0.3381093740463257, + 0.03686203062534332, + 0.2029840350151062, + 0.026732686907052994, + 0.025655284523963928, + 0.015076889656484127, + 0.011207685805857182 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.004651322029531002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981475181877613 + ], + "opposite_logprob_tokens": [ + -3.5298147201538086 + ], + "logprob_reward": -0.02981475181877613, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981475181877613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03375367820262909, + 0.09542405605316162, + 0.10332665592432022, + 0.040317658334970474, + 0.09617330878973007, + 0.3694506287574768, + 0.08273529261350632, + 0.059902019798755646, + 0.055005405098199844, + 0.06391129642724991 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.02981475181877613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865375533699989 + ], + "opposite_logprob_tokens": [ + -3.0486538410186768 + ], + "logprob_reward": -0.04865375533699989, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865375533699989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05557185038924217, + 0.2866276800632477, + 0.08134061098098755, + 0.07365301251411438, + 0.07086129486560822, + 0.17174328863620758, + 0.06714751571416855, + 0.07298164069652557, + 0.06933240592479706, + 0.05074065178632736 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.04865375533699989 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Timorensis fly lying motionless on a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf surface waxy with visible veins and scattered shimmering spheres of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fly's carapace iridescent metallic green with deep blue and polished bronze color variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fly's head feature an enormous multi-faceted compound eye acting as a convex mirror reflecting a distorted panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide forward through a scene with soft, diffused morning light and an out-of-focus forest canopy background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817864179611206 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.01817864179611206, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817864179611206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1372147798538208, + 0.1518535017967224, + 0.18580886721611023, + 0.06397879868745804, + 0.15882563591003418, + 0.19107657670974731, + 0.02374229021370411, + 0.018076330423355103, + 0.02706555277109146, + 0.04235760495066643 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.01817864179611206 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_9/index_tensor([1473, 1473])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_9/index_tensor([1473, 1473])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e9511b025c05b359b7d955f09290e6043b443a9d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_9/index_tensor([1473, 1473])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from the ground, slowly zooms in, focusing on a soldier seeking respite amid the smoke-filled ruins of a battlefield. Covered in dust, his modern camouflage uniform stained and ripped, he leans wearily against a shattered concrete wall, its twisted rebar exposed. Sweat and grime furrow his soot-stained face, his weary eyes half-closed, betraying a look of profound weariness. With a slightly trembling, dirt-stained hand, he laboriously lifts an old metal canteen. His head jerks back, his Adam's apple rolling as he greedily gulps the contents. A stream of dark liquor spills from the corner of his mouth and trickles down his stubbled chin. In the background, thick gray smoke drifts slowly through the rubble, pierced by the glaring afternoon sun, creating dramatic beams of light that illuminate the suspended dust particles. The entire scene is depressing, with gray, brown, and military green as the main colors, creating a heavy and quiet atmosphere of seeking a moment of relief from apocalyptic despair.", + "seed": 29047, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_9/index_1473_seed_29047_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07433985713869333, + "vlm_logprob": -0.07433985713869333, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.07433985713869333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14008642733097076 + ], + "opposite_logprob_tokens": [ + -2.1400864124298096 + ], + "logprob_reward": -0.14008642733097076, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.14008642733097076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1176069900393486, + 0.06668054312467575, + 0.061120741069316864, + 0.06412703543901443, + 0.18701231479644775, + 0.1335606426000595, + 0.12475389987230301, + 0.06673438847064972, + 0.057868894189596176, + 0.12053444236516953 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.14008642733097076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004271447658539 + ], + "opposite_logprob_tokens": [ + -2.695042610168457 + ], + "logprob_reward": -0.07004271447658539, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004271447658539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13711519539356232, + 0.11670029908418655, + 0.10061407089233398, + 0.05598754808306694, + 0.18702544271945953, + 0.22714562714099884, + 0.09911143779754639, + 0.02480212040245533, + 0.028808515518903732, + 0.022689733654260635 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.07004271447658539 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900343090295792 + ], + "opposite_logprob_tokens": [ + -2.57900333404541 + ], + "logprob_reward": -0.07900343090295792, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900343090295792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1356872022151947, + 0.10938917100429535, + 0.11584606021642685, + 0.051813408732414246, + 0.2590198814868927, + 0.06549761444330215, + 0.09102865308523178, + 0.05447422340512276, + 0.04255841299891472, + 0.07468541711568832 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.07900343090295792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254300493746996 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.01254300493746996, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254300493746996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1559293121099472, + 0.09439488500356674, + 0.08011401444673538, + 0.05046863481402397, + 0.31486794352531433, + 0.037593111395835876, + 0.05481720715761185, + 0.049156397581100464, + 0.08963507413864136, + 0.07302335649728775 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.01254300493746996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002370804548264 + ], + "opposite_logprob_tokens": [ + -2.695023775100708 + ], + "logprob_reward": -0.07002370804548264, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002370804548264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16890795528888702, + 0.08404690772294998, + 0.0534588061273098, + 0.039658792316913605, + 0.07980947941541672, + 0.10400087386369705, + 0.10565029829740524, + 0.11398426443338394, + 0.06117952615022659, + 0.18930310010910034 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.07002370804548264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from the ground, slowly zooms in, focusing on a soldier seeking respite amid the smoke-filled ruins of a battlefield. Covered in dust, his modern camouflage uniform stained and ripped, he leans wearily against a shattered concrete wall, its twisted rebar exposed. Sweat and grime furrow his soot-stained face, his weary eyes half-closed, betraying a look of profound weariness. With a slightly trembling, dirt-stained hand, he laboriously lifts an old metal canteen. His head jerks back, his Adam's apple rolling as he greedily gulps the contents. A stream of dark liquor spills from the corner of his mouth and trickles down his stubbled chin. In the background, thick gray smoke drifts slowly through the rubble, pierced by the glaring afternoon sun, creating dramatic beams of light that illuminate the suspended dust particles. The entire scene is depressing, with gray, brown, and military green as the main colors, creating a heavy and quiet atmosphere of seeking a moment of relief from apocalyptic despair.", + "seed": 29048, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_9/index_1473_seed_29048_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1349302589893341, + "vlm_logprob": -0.1349302589893341, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.1349302589893341, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22468550503253937 + ], + "opposite_logprob_tokens": [ + -1.724685549736023 + ], + "logprob_reward": -0.22468550503253937, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.22468550503253937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13282622396945953, + 0.0798015221953392, + 0.09113436937332153, + 0.059866469353437424, + 0.06823058426380157, + 0.046440210193395615, + 0.07709503918886185, + 0.32745715975761414, + 0.04014253243803978, + 0.07700586318969727 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.22468550503253937 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790141150355339 + ], + "opposite_logprob_tokens": [ + -2.5790140628814697 + ], + "logprob_reward": -0.0790141150355339, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790141150355339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19612988829612732, + 0.07532963901758194, + 0.08731123059988022, + 0.05876176804304123, + 0.04301506280899048, + 0.0623227097094059, + 0.06497164070606232, + 0.21625544130802155, + 0.08818291872739792, + 0.10771973431110382 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0790141150355339 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994153499603271 + ], + "opposite_logprob_tokens": [ + -1.8049415349960327 + ], + "logprob_reward": -0.17994153499603271, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994153499603271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15446169674396515, + 0.0513514019548893, + 0.15210843086242676, + 0.11206928640604019, + 0.1032085046172142, + 0.023267390206456184, + 0.025198547169566154, + 0.02987992763519287, + 0.03952549770474434, + 0.30892929434776306 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.17994153499603271 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086530983448029 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.011086530983448029, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086530983448029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16285058856010437, + 0.11355571448802948, + 0.059572380036115646, + 0.22657258808612823, + 0.1009194627404213, + 0.023628825321793556, + 0.03460949286818504, + 0.13966035842895508, + 0.048911239951848984, + 0.0897192507982254 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.011086530983448029 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992360889911652 + ], + "opposite_logprob_tokens": [ + -1.8049236536026 + ], + "logprob_reward": -0.17992360889911652, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992360889911652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28051143884658813, + 0.07255320996046066, + 0.0330679751932621, + 0.04907643049955368, + 0.06823305785655975, + 0.08522278815507889, + 0.020717736333608627, + 0.07731347531080246, + 0.26080405712127686, + 0.052499767392873764 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.17992360889911652 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from the ground, slowly zooms in, focusing on a soldier seeking respite amid the smoke-filled ruins of a battlefield. Covered in dust, his modern camouflage uniform stained and ripped, he leans wearily against a shattered concrete wall, its twisted rebar exposed. Sweat and grime furrow his soot-stained face, his weary eyes half-closed, betraying a look of profound weariness. With a slightly trembling, dirt-stained hand, he laboriously lifts an old metal canteen. His head jerks back, his Adam's apple rolling as he greedily gulps the contents. A stream of dark liquor spills from the corner of his mouth and trickles down his stubbled chin. In the background, thick gray smoke drifts slowly through the rubble, pierced by the glaring afternoon sun, creating dramatic beams of light that illuminate the suspended dust particles. The entire scene is depressing, with gray, brown, and military green as the main colors, creating a heavy and quiet atmosphere of seeking a moment of relief from apocalyptic despair.", + "seed": 29049, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_9/index_1473_seed_29049_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12026433674618602, + "vlm_logprob": -0.12026433674618602, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.12026433674618602, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18719707429409027 + ], + "opposite_logprob_tokens": [ + -1.9371970891952515 + ], + "logprob_reward": -0.18719707429409027, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.18719707429409027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13269799947738647, + 0.11139964312314987, + 0.09681582450866699, + 0.08029302954673767, + 0.17580297589302063, + 0.0446690171957016, + 0.03654464706778526, + 0.1263974905014038, + 0.10525791347026825, + 0.09012138098478317 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.18719707429409027 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282174408435822 + ], + "opposite_logprob_tokens": [ + -2.017821788787842 + ], + "logprob_reward": -0.14282174408435822, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282174408435822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12335265427827835, + 0.07832114398479462, + 0.05876019224524498, + 0.1567239910364151, + 0.05385920777916908, + 0.041000328958034515, + 0.08151863515377045, + 0.26609042286872864, + 0.05614569038152695, + 0.08422770351171494 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.14282174408435822 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160920917987823 + ], + "opposite_logprob_tokens": [ + -1.7016092538833618 + ], + "logprob_reward": -0.20160920917987823, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160920917987823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19459444284439087, + 0.2969002425670624, + 0.11216238141059875, + 0.024297144263982773, + 0.06901877373456955, + 0.021088700741529465, + 0.03342833369970322, + 0.08181270211935043, + 0.0765068307518959, + 0.09019049257040024 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.20160920917987823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634391542524099 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.007634391542524099, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634391542524099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10985119640827179, + 0.1730271428823471, + 0.09397630393505096, + 0.07260679453611374, + 0.20875538885593414, + 0.0687524750828743, + 0.06227820739150047, + 0.09980718046426773, + 0.038671206682920456, + 0.07227407395839691 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.007634391542524099 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205926463007927 + ], + "opposite_logprob_tokens": [ + -2.812059164047241 + ], + "logprob_reward": -0.06205926463007927, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205926463007927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10378649085760117, + 0.08525736629962921, + 0.14261820912361145, + 0.15454185009002686, + 0.0824693962931633, + 0.039124321192502975, + 0.07099511474370956, + 0.07709566503763199, + 0.10938774794340134, + 0.13472379744052887 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.06205926463007927 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from the ground, slowly zooms in, focusing on a soldier seeking respite amid the smoke-filled ruins of a battlefield. Covered in dust, his modern camouflage uniform stained and ripped, he leans wearily against a shattered concrete wall, its twisted rebar exposed. Sweat and grime furrow his soot-stained face, his weary eyes half-closed, betraying a look of profound weariness. With a slightly trembling, dirt-stained hand, he laboriously lifts an old metal canteen. His head jerks back, his Adam's apple rolling as he greedily gulps the contents. A stream of dark liquor spills from the corner of his mouth and trickles down his stubbled chin. In the background, thick gray smoke drifts slowly through the rubble, pierced by the glaring afternoon sun, creating dramatic beams of light that illuminate the suspended dust particles. The entire scene is depressing, with gray, brown, and military green as the main colors, creating a heavy and quiet atmosphere of seeking a moment of relief from apocalyptic despair.", + "seed": 29050, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000169/group_9/index_1473_seed_29050_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09891821220517158, + "vlm_logprob": -0.09891821220517158, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.09891821220517158, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1814827024936676 + ], + "opposite_logprob_tokens": [ + -1.9314826726913452 + ], + "logprob_reward": -0.1814827024936676, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1814827024936676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23100797832012177, + 0.21215282380580902, + 0.12246601283550262, + 0.15833520889282227, + 0.05172645300626755, + 0.06841941177845001, + 0.03110412135720253, + 0.0562385730445385, + 0.0421457439661026, + 0.02640366740524769 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.1814827024936676 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901191711425781 + ], + "opposite_logprob_tokens": [ + -2.579011917114258 + ], + "logprob_reward": -0.07901191711425781, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901191711425781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2933294177055359, + 0.21737785637378693, + 0.06956800818443298, + 0.07717705518007278, + 0.03497062623500824, + 0.04578593000769615, + 0.03068401850759983, + 0.09066092222929001, + 0.09734177589416504, + 0.043104398995637894 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.07901191711425781 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799154430627823 + ], + "opposite_logprob_tokens": [ + -1.804915428161621 + ], + "logprob_reward": -0.1799154430627823, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799154430627823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2637143135070801, + 0.03657858818769455, + 0.14993327856063843, + 0.3462008237838745, + 0.08849004656076431, + 0.029590550810098648, + 0.02200702391564846, + 0.016421940177679062, + 0.01857040822505951, + 0.028492987155914307 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.1799154430627823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076814383268356 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.016076814383268356, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076814383268356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17101286351680756, + 0.3159528970718384, + 0.0611036941409111, + 0.11339589208364487, + 0.05208978429436684, + 0.08070792257785797, + 0.07221774756908417, + 0.0483676977455616, + 0.040465790778398514, + 0.044685669243335724 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.016076814383268356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot taken from the ground level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the soldier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier wearing a modern camouflage uniform that is stained and ripped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier leaning against a shattered concrete wall with exposed twisted rebar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the soldier lift a dirt-stained metal canteen and drink from it, spilling dark liquor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104183971881866 + ], + "opposite_logprob_tokens": [ + -3.288104295730591 + ], + "logprob_reward": -0.038104183971881866, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104183971881866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11021608859300613, + 0.03901764750480652, + 0.07658275216817856, + 0.06357161700725555, + 0.0617409273982048, + 0.3273095488548279, + 0.12712883949279785, + 0.05937785282731056, + 0.03827466443181038, + 0.09678006172180176 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.038104183971881866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000172/group_13/index_7392_seed_32495_dp_26_rank_52_sample_0_slot_0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000172/group_13/index_7392_seed_32495_dp_26_rank_52_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..234bed0a9b1429f1a44a66877e1d335d4fa66c3b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000172/group_13/index_7392_seed_32495_dp_26_rank_52_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6dc0f2c5e4d1772dc5fb0f3d317d7979f6466a5c6de42dbc25f91d4eae4f794d +size 572748 diff --git 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speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.", + "seed": 16534, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_0/index_8441_seed_16534_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07446272000670433, + "vlm_logprob": -0.07446272000670433, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.07446272000670433, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16456492245197296 + ], + "opposite_logprob_tokens": [ + -1.9145649671554565 + ], + "logprob_reward": -0.16456492245197296, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16456492245197296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2914453148841858, + 0.06852253526449203, + 0.07390999048948288, + 0.16308049857616425, + 0.01621890813112259, + 0.029732566326856613, + 0.016787365078926086, + 0.046728357672691345, + 0.24994532763957977, + 0.04362906888127327 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.16456492245197296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711776793003082 + ], + "opposite_logprob_tokens": [ + -2.127117872238159 + ], + "logprob_reward": -0.12711776793003082, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711776793003082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27559709548950195, + 0.08840678632259369, + 0.04749155789613724, + 0.04833853244781494, + 0.0777164176106453, + 0.09790153801441193, + 0.05202004685997963, + 0.05863090604543686, + 0.10590437799692154, + 0.14799277484416962 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.12711776793003082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205827746540308 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205827746540308, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205827746540308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42131587862968445, + 0.11103806644678116, + 0.07273538410663605, + 0.030504340305924416, + 0.03460624814033508, + 0.10415703803300858, + 0.03919171914458275, + 0.050760749727487564, + 0.07349047809839249, + 0.062200095504522324 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0205827746540308 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371250629425049 + ], + "opposite_logprob_tokens": [ + -3.408712387084961 + ], + "logprob_reward": -0.03371250629425049, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371250629425049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37206411361694336, + 0.08040984719991684, + 0.07478777319192886, + 0.061784785240888596, + 0.11323180049657822, + 0.06916631758213043, + 0.04299572855234146, + 0.052712298929691315, + 0.07767605781555176, + 0.05517124757170677 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03371250629425049 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633562870323658 + ], + "opposite_logprob_tokens": [ + -3.6513357162475586 + ], + "logprob_reward": -0.02633562870323658, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633562870323658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21938666701316833, + 0.04836411401629448, + 0.1356007307767868, + 0.07572180032730103, + 0.03649295121431351, + 0.1039106547832489, + 0.02695443294942379, + 0.05908460542559624, + 0.12949413061141968, + 0.1649899035692215 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.02633562870323658 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.", + "seed": 16535, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_0/index_8441_seed_16535_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4956720404326916, + "vlm_logprob": -0.4956720404326916, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.4956720404326916, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1276772022247314 + ], + "opposite_logprob_tokens": [ + -0.12767714262008667 + ], + "logprob_reward": -2.1276772022247314, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.1276772022247314, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24088162183761597, + 0.07881806045770645, + 0.02416035905480385, + 0.05809309706091881, + 0.08850013464689255, + 0.16946789622306824, + 0.07491278648376465, + 0.05477631092071533, + 0.11255206912755966, + 0.09783772379159927 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -2.1276772022247314 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22575139999389648 + ], + "opposite_logprob_tokens": [ + -1.6007513999938965 + ], + "logprob_reward": -0.22575139999389648, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22575139999389648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08147275447845459, + 0.02790888585150242, + 0.044584374874830246, + 0.05840059369802475, + 0.1330205351114273, + 0.0626264363527298, + 0.03309961035847664, + 0.11180637031793594, + 0.2901630103588104, + 0.15691745281219482 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.22575139999389648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812943026423454 + ], + "opposite_logprob_tokens": [ + -3.2881293296813965 + ], + "logprob_reward": -0.03812943026423454, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812943026423454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.146160289645195, + 0.04006931930780411, + 0.0632651075720787, + 0.08121773600578308, + 0.03252699226140976, + 0.14105573296546936, + 0.05666521191596985, + 0.19824600219726562, + 0.12389495223760605, + 0.11689867824316025 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.03812943026423454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813138231635094 + ], + "opposite_logprob_tokens": [ + -3.2881314754486084 + ], + "logprob_reward": -0.03813138231635094, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813138231635094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.177764892578125, + 0.02622087486088276, + 0.055304817855358124, + 0.051403746008872986, + 0.33264780044555664, + 0.08699601143598557, + 0.03822300210595131, + 0.08985515683889389, + 0.10827375948429108, + 0.033309973776340485 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.03813138231635094 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867078736424446 + ], + "opposite_logprob_tokens": [ + -3.048670768737793 + ], + "logprob_reward": -0.04867078736424446, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867078736424446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16283908486366272, + 0.12717372179031372, + 0.011094847694039345, + 0.07553883641958237, + 0.0709022656083107, + 0.08523007482290268, + 0.05858941748738289, + 0.04579963535070419, + 0.2907206118106842, + 0.07211148738861084 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.04867078736424446 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.", + "seed": 16536, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_0/index_8441_seed_16536_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11200108528137206, + "vlm_logprob": -0.11200108528137206, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.11200108528137206, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4312833547592163 + ], + "opposite_logprob_tokens": [ + -1.0562833547592163 + ], + "logprob_reward": -0.4312833547592163, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4312833547592163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19053860008716583, + 0.11116315424442291, + 0.07139650732278824, + 0.12045902013778687, + 0.040212176740169525, + 0.10472527891397476, + 0.143260195851326, + 0.09246204048395157, + 0.051127489656209946, + 0.07465554028749466 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.4312833547592163 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04312494397163391 + ], + "opposite_logprob_tokens": [ + -3.1681249141693115 + ], + "logprob_reward": -0.04312494397163391, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04312494397163391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2227122187614441, + 0.07649952918291092, + 0.0941232219338417, + 0.09135507047176361, + 0.1315949410200119, + 0.12096691131591797, + 0.04422388970851898, + 0.0737048089504242, + 0.06804828345775604, + 0.07677118480205536 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.04312494397163391 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370340168476105 + ], + "opposite_logprob_tokens": [ + -3.408703327178955 + ], + "logprob_reward": -0.03370340168476105, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370340168476105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08953399211168289, + 0.15291152894496918, + 0.05986662581562996, + 0.09953798353672028, + 0.30619481205940247, + 0.06929174065589905, + 0.03852231428027153, + 0.15566599369049072, + 0.014947684481739998, + 0.01352730579674244 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.03370340168476105 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033712390810251236 + ], + "opposite_logprob_tokens": [ + -3.408712387084961 + ], + "logprob_reward": -0.033712390810251236, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033712390810251236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12493493407964706, + 0.1545640230178833, + 0.08804769814014435, + 0.09236469119787216, + 0.06287820637226105, + 0.24235834181308746, + 0.06578359007835388, + 0.10596881806850433, + 0.02869364619255066, + 0.034406084567308426 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.033712390810251236 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818133518099785 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.01818133518099785, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818133518099785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3742600977420807, + 0.07231361418962479, + 0.054022274911403656, + 0.047872986644506454, + 0.03614194691181183, + 0.09220965206623077, + 0.06660660356283188, + 0.048287324607372284, + 0.14312425255775452, + 0.06516127288341522 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.01818133518099785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.", + "seed": 16537, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_0/index_8441_seed_16537_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10699544120579958, + "vlm_logprob": -0.10699544120579958, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.10699544120579958, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3507799208164215 + ], + "opposite_logprob_tokens": [ + -1.2257798910140991 + ], + "logprob_reward": -0.3507799208164215, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3507799208164215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3494569659233093, + 0.09414064139127731, + 0.04763244837522507, + 0.03469548374414444, + 0.0522574745118618, + 0.18169352412223816, + 0.0774148553609848, + 0.06369087100028992, + 0.04858175665140152, + 0.05043597146868706 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.3507799208164215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.113007090985775 + ], + "opposite_logprob_tokens": [ + -2.238007068634033 + ], + "logprob_reward": -0.113007090985775, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.113007090985775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26370441913604736, + 0.056045472621917725, + 0.0852184072136879, + 0.05903540179133415, + 0.06652496010065079, + 0.10104205459356308, + 0.13152055442333221, + 0.046876948326826096, + 0.09745132178068161, + 0.09258047491312027 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.113007090985775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203761704266071 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.014203761704266071, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203761704266071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10565859079360962, + 0.05335381254553795, + 0.06424757838249207, + 0.08928249776363373, + 0.13693371415138245, + 0.20911426842212677, + 0.08450285345315933, + 0.03396618738770485, + 0.1628728061914444, + 0.06006762757897377 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.014203761704266071 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370674327015877 + ], + "opposite_logprob_tokens": [ + -3.4087066650390625 + ], + "logprob_reward": -0.03370674327015877, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370674327015877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5529561042785645, + 0.0345769003033638, + 0.06785117089748383, + 0.041108258068561554, + 0.042139939963817596, + 0.03462732210755348, + 0.04318711906671524, + 0.039570167660713196, + 0.04864032566547394, + 0.09534259885549545 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.03370674327015877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high-angle, extreme wide-angle perspective resembling a drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a lone climber on a rugged granite cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a bright neon-orange T-shirt, charcoal-colored hiking pants, and a matte white helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber extend his right arm upward to search for a hold while his left hand remains fixed in a crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden hour sun casting long shadows and bathed in warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023279689252376556 + ], + "opposite_logprob_tokens": [ + -3.7732796669006348 + ], + "logprob_reward": -0.023279689252376556, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023279689252376556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2775866985321045, + 0.08823869377374649, + 0.04355490580201149, + 0.041635215282440186, + 0.044060077518224716, + 0.13026967644691467, + 0.04638213664293289, + 0.027682818472385406, + 0.18257252871990204, + 0.11801733821630478 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.023279689252376556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_1/index_tensor([9940, 9940])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_1/index_tensor([9940, 9940])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5e82f6386666b3c3dff4fc42bd75187a3b27733b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_1/index_tensor([9940, 9940])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot slowly slides in, immersing the viewer in a vast chamber whose towering walls are a nightmarish fusion of bone and machine, forming a vast biomechanical thorax that arches into the oppressive darkness above. At the center of the damp metal floor, a Giger-esque intelligent pet toilet, designed as a self-cleaning throne, serves as the scene's primary light source. Its polished obsidian structure, interwoven with translucent, veiny pipes, pulsates rhythmically with a soft, sickly green inner glow, casting a dynamic interplay of deep, shifting shadows across the grotesque architecture. Beside it stands the Sentinel, a massive, alien creature whose imposing form is a seamless fusion of gleaming dark metal and exposed, bony exoskeleton, guarding it. Its elongated, eyeless head tilts toward the throne, while its muscular body protects its smaller offspring, a more fragile, skeletal adult, which cautiously approaches the strange, luminous object. The juvenile takes a hesitant, calculated step with its spindly limbs, pauses as its head twitches, then steadily continues its uncertain walk toward the alien throne, creating a tense and surreal alien universe atmosphere.", + "seed": 2311, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_1/index_9940_seed_2311_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014572747144848108, + "vlm_logprob": -0.014572747144848108, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.014572747144848108, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03732471168041229 + ], + "opposite_logprob_tokens": [ + -3.6623246669769287 + ], + "logprob_reward": -0.03732471168041229, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03732471168041229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4491569399833679, + 0.0631207600235939, + 0.056880153715610504, + 0.05994747579097748, + 0.06805852800607681, + 0.09850649535655975, + 0.035548135638237, + 0.03859357908368111, + 0.04677199199795723, + 0.08341596275568008 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.03732471168041229 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820521429181099 + ], + "opposite_logprob_tokens": [ + -4.018205165863037 + ], + "logprob_reward": -0.01820521429181099, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820521429181099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6502978801727295, + 0.02601524256169796, + 0.06908780336380005, + 0.022277267649769783, + 0.023081790655851364, + 0.022382941097021103, + 0.0316188745200634, + 0.024883229285478592, + 0.09144121408462524, + 0.038913827389478683 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.01820521429181099 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619193332269788 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.003619193332269788, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619193332269788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5506710410118103, + 0.08776544779539108, + 0.16290079057216644, + 0.012271011248230934, + 0.015103379264473915, + 0.021196398884058, + 0.06408419460058212, + 0.02398892492055893, + 0.03721897304058075, + 0.02479984052479267 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.003619193332269788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011815002653747797 + ], + "opposite_logprob_tokens": [ + -6.751181602478027 + ], + "logprob_reward": -0.0011815002653747797, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011815002653747797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4004162847995758, + 0.05435049161314964, + 0.06331000477075577, + 0.035813018679618835, + 0.03799276053905487, + 0.036561984568834305, + 0.18999241292476654, + 0.03418377414345741, + 0.0847567468881607, + 0.06262253224849701 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0011815002653747797 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533116154372692 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.012533116154372692, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533116154372692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.536419153213501, + 0.051826756447553635, + 0.1509726196527481, + 0.013554597273468971, + 0.026387179270386696, + 0.041898176074028015, + 0.08918631076812744, + 0.020134681835770607, + 0.04039371386170387, + 0.02922676131129265 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.012533116154372692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly slides in, immersing the viewer in a vast chamber whose towering walls are a nightmarish fusion of bone and machine, forming a vast biomechanical thorax that arches into the oppressive darkness above. At the center of the damp metal floor, a Giger-esque intelligent pet toilet, designed as a self-cleaning throne, serves as the scene's primary light source. Its polished obsidian structure, interwoven with translucent, veiny pipes, pulsates rhythmically with a soft, sickly green inner glow, casting a dynamic interplay of deep, shifting shadows across the grotesque architecture. Beside it stands the Sentinel, a massive, alien creature whose imposing form is a seamless fusion of gleaming dark metal and exposed, bony exoskeleton, guarding it. Its elongated, eyeless head tilts toward the throne, while its muscular body protects its smaller offspring, a more fragile, skeletal adult, which cautiously approaches the strange, luminous object. The juvenile takes a hesitant, calculated step with its spindly limbs, pauses as its head twitches, then steadily continues its uncertain walk toward the alien throne, creating a tense and surreal alien universe atmosphere.", + "seed": 2312, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_1/index_9940_seed_2312_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011676918074954301, + "vlm_logprob": -0.011676918074954301, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.011676918074954301, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01867872104048729 + ], + "opposite_logprob_tokens": [ + -4.893678665161133 + ], + "logprob_reward": -0.01867872104048729, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.01867872104048729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16352537274360657, + 0.04248975217342377, + 0.1865687519311905, + 0.06720710545778275, + 0.04306776821613312, + 0.044835492968559265, + 0.050893258303403854, + 0.05521095171570778, + 0.11571265012025833, + 0.2304888665676117 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.01867872104048729 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214809983968735 + ], + "opposite_logprob_tokens": [ + -4.264214992523193 + ], + "logprob_reward": -0.014214809983968735, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214809983968735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23427551984786987, + 0.1875184327363968, + 0.2020106166601181, + 0.10997463017702103, + 0.05398443713784218, + 0.02628329209983349, + 0.030404141172766685, + 0.04564966261386871, + 0.03872532397508621, + 0.07117395848035812 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.014214809983968735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098943900316954 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098943900316954, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098943900316954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11709996312856674, + 0.12375458329916, + 0.47713443636894226, + 0.07542268186807632, + 0.04764657840132713, + 0.017818331718444824, + 0.014366035349667072, + 0.06753122806549072, + 0.023998573422431946, + 0.03522757813334465 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.004098943900316954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008152975351549685 + ], + "opposite_logprob_tokens": [ + -7.125815391540527 + ], + "logprob_reward": -0.0008152975351549685, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008152975351549685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12361568212509155, + 0.11734630912542343, + 0.24998043477535248, + 0.06911731511354446, + 0.03428331017494202, + 0.06929187476634979, + 0.05965644121170044, + 0.1289861798286438, + 0.0565359964966774, + 0.0911865159869194 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.0008152975351549685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057681791484356 + ], + "opposite_logprob_tokens": [ + -3.8955767154693604 + ], + "logprob_reward": -0.02057681791484356, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057681791484356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09604110568761826, + 0.09944535046815872, + 0.11975687742233276, + 0.1624208241701126, + 0.09170389920473099, + 0.09902327507734299, + 0.13205485045909882, + 0.08065913617610931, + 0.05393999069929123, + 0.06495464593172073 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.02057681791484356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly slides in, immersing the viewer in a vast chamber whose towering walls are a nightmarish fusion of bone and machine, forming a vast biomechanical thorax that arches into the oppressive darkness above. At the center of the damp metal floor, a Giger-esque intelligent pet toilet, designed as a self-cleaning throne, serves as the scene's primary light source. Its polished obsidian structure, interwoven with translucent, veiny pipes, pulsates rhythmically with a soft, sickly green inner glow, casting a dynamic interplay of deep, shifting shadows across the grotesque architecture. Beside it stands the Sentinel, a massive, alien creature whose imposing form is a seamless fusion of gleaming dark metal and exposed, bony exoskeleton, guarding it. Its elongated, eyeless head tilts toward the throne, while its muscular body protects its smaller offspring, a more fragile, skeletal adult, which cautiously approaches the strange, luminous object. The juvenile takes a hesitant, calculated step with its spindly limbs, pauses as its head twitches, then steadily continues its uncertain walk toward the alien throne, creating a tense and surreal alien universe atmosphere.", + "seed": 2313, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_1/index_9940_seed_2313_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008856801257934421, + "vlm_logprob": -0.008856801257934421, + "vlm_yes_no_margin": 5.475, + "vlm_token_credit": -0.008856801257934421, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020856471732258797 + ], + "opposite_logprob_tokens": [ + -4.5208563804626465 + ], + "logprob_reward": -0.020856471732258797, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.020856471732258797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12215320020914078, + 0.0472966693341732, + 0.030548550188541412, + 0.07252922654151917, + 0.08848149329423904, + 0.28308624029159546, + 0.15883535146713257, + 0.07030096650123596, + 0.03321293368935585, + 0.09355539083480835 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.020856471732258797 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557249516248703 + ], + "opposite_logprob_tokens": [ + -4.387557029724121 + ], + "logprob_reward": -0.012557249516248703, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557249516248703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07110784947872162, + 0.13360176980495453, + 0.053939417004585266, + 0.03589792922139168, + 0.0638451874256134, + 0.42698317766189575, + 0.05603550001978874, + 0.04504988342523575, + 0.047541506588459015, + 0.06599774956703186 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.012557249516248703 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015168600948527455 + ], + "opposite_logprob_tokens": [ + -6.501516819000244 + ], + "logprob_reward": -0.0015168600948527455, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015168600948527455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08420154452323914, + 0.059680987149477005, + 0.13061322271823883, + 0.09618465602397919, + 0.08027128875255585, + 0.24606606364250183, + 0.04448489099740982, + 0.035399794578552246, + 0.07286956161260605, + 0.15022797882556915 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.0015168600948527455 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007188120507635176 + ], + "opposite_logprob_tokens": [ + -7.250718593597412 + ], + "logprob_reward": -0.0007188120507635176, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007188120507635176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0677691102027893, + 0.049332257360219955, + 0.08472888916730881, + 0.06538128852844238, + 0.10052237659692764, + 0.11811523139476776, + 0.042654287070035934, + 0.03340945765376091, + 0.13771317899227142, + 0.30037394165992737 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.0007188120507635176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634612895548344 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634612895548344, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634612895548344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11690545082092285, + 0.07718637585639954, + 0.06405936926603317, + 0.05801475793123245, + 0.10180030018091202, + 0.14955849945545197, + 0.04123157262802124, + 0.03353501856327057, + 0.08764779567718506, + 0.27006080746650696 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.008634612895548344 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly slides in, immersing the viewer in a vast chamber whose towering walls are a nightmarish fusion of bone and machine, forming a vast biomechanical thorax that arches into the oppressive darkness above. At the center of the damp metal floor, a Giger-esque intelligent pet toilet, designed as a self-cleaning throne, serves as the scene's primary light source. Its polished obsidian structure, interwoven with translucent, veiny pipes, pulsates rhythmically with a soft, sickly green inner glow, casting a dynamic interplay of deep, shifting shadows across the grotesque architecture. Beside it stands the Sentinel, a massive, alien creature whose imposing form is a seamless fusion of gleaming dark metal and exposed, bony exoskeleton, guarding it. Its elongated, eyeless head tilts toward the throne, while its muscular body protects its smaller offspring, a more fragile, skeletal adult, which cautiously approaches the strange, luminous object. The juvenile takes a hesitant, calculated step with its spindly limbs, pauses as its head twitches, then steadily continues its uncertain walk toward the alien throne, creating a tense and surreal alien universe atmosphere.", + "seed": 2314, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_1/index_9940_seed_2314_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.009148501325398684, + "vlm_logprob": -0.009148501325398684, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.009148501325398684, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0236908458173275 + ], + "opposite_logprob_tokens": [ + -4.148690700531006 + ], + "logprob_reward": -0.0236908458173275, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0236908458173275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12138203531503677, + 0.053459037095308304, + 0.04128569737076759, + 0.03884517401456833, + 0.09386684000492096, + 0.4290817379951477, + 0.08020474761724472, + 0.045762643218040466, + 0.057816579937934875, + 0.03829551488161087 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0236908458173275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256290078163147 + ], + "opposite_logprob_tokens": [ + -4.3875627517700195 + ], + "logprob_reward": -0.01256290078163147, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256290078163147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24155670404434204, + 0.04350803792476654, + 0.025287870317697525, + 0.02785920351743698, + 0.03047974780201912, + 0.2977409362792969, + 0.04359434172511101, + 0.052491456270217896, + 0.20520199835300446, + 0.032279741019010544 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.01256290078163147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002202943665906787 + ], + "opposite_logprob_tokens": [ + -6.127202987670898 + ], + "logprob_reward": -0.002202943665906787, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002202943665906787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12910236418247223, + 0.029550233855843544, + 0.061110109090805054, + 0.029137618839740753, + 0.20709019899368286, + 0.28798404335975647, + 0.020505500957369804, + 0.03373695909976959, + 0.13028624653816223, + 0.07149674743413925 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.002202943665906787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013391345273703337 + ], + "opposite_logprob_tokens": [ + -6.626338958740234 + ], + "logprob_reward": -0.0013391345273703337, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013391345273703337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23593226075172424, + 0.09575039148330688, + 0.11763613671064377, + 0.04766203463077545, + 0.07035940140485764, + 0.13809385895729065, + 0.05964680388569832, + 0.0472792387008667, + 0.09157726913690567, + 0.0960625484585762 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0013391345273703337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly slides in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast chamber with towering walls made of a fusion of bone and machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central Giger-esque intelligent pet toilet with a polished obsidian structure and translucent veiny pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the toilet emitting a soft, sickly green inner glow that casts shifting shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive alien creature (Sentinel) with dark metal and bony exoskeleton standing beside the toilet while a smaller skeletal juvenile approaches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946681834757328 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946681834757328, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946681834757328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32024621963500977, + 0.06520167738199234, + 0.02747339941561222, + 0.04768788814544678, + 0.054885368794202805, + 0.07321105152368546, + 0.09295045584440231, + 0.02717844769358635, + 0.10814610123634338, + 0.1830194741487503 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.005946681834757328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_10/index_tensor([3659, 3659])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_10/index_tensor([3659, 3659])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9882d191a48ad5c5086b6dffe1aa4530d61df087 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_10/index_tensor([3659, 3659])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.", + "seed": 16627, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_10/index_3659_seed_16627_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10659757680259645, + "vlm_logprob": -0.10659757680259645, + "vlm_yes_no_margin": 3.7749999523162843, + "vlm_token_credit": -0.10659757680259645, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.060830257833004 + ], + "opposite_logprob_tokens": [ + -4.060830116271973 + ], + "logprob_reward": -0.060830257833004, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.060830257833004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32787543535232544, + 0.10501615703105927, + 0.14178892970085144, + 0.04877140000462532, + 0.04327916353940964, + 0.027819350361824036, + 0.04859175160527229, + 0.06895372271537781, + 0.1207100972533226, + 0.06719398498535156 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.060830257833004 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38705089688301086 + ], + "opposite_logprob_tokens": [ + -1.1370508670806885 + ], + "logprob_reward": -0.38705089688301086, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38705089688301086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3471199572086334, + 0.18355391919612885, + 0.027326319366693497, + 0.04810434207320213, + 0.027283860370516777, + 0.03310101851820946, + 0.029195791110396385, + 0.05765460059046745, + 0.07754933834075928, + 0.16911081969738007 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.38705089688301086 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900034636259079 + ], + "opposite_logprob_tokens": [ + -2.579000234603882 + ], + "logprob_reward": -0.07900034636259079, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900034636259079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45130717754364014, + 0.1550598442554474, + 0.041743792593479156, + 0.02345731481909752, + 0.018478568643331528, + 0.08394884318113327, + 0.06471148133277893, + 0.09643838554620743, + 0.03225145861506462, + 0.03260315582156181 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.07900034636259079 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024900403805077076 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024900403805077076, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024900403805077076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23956409096717834, + 0.3628120720386505, + 0.11050490289926529, + 0.09362015873193741, + 0.05068541318178177, + 0.01225673034787178, + 0.02054589055478573, + 0.03611646965146065, + 0.03062254562973976, + 0.04327170550823212 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0024900403805077076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361634255386889 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.00361634255386889, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361634255386889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29402056336402893, + 0.20485389232635498, + 0.07405848056077957, + 0.04757097736001015, + 0.045587051659822464, + 0.029496245086193085, + 0.01738038845360279, + 0.037035778164863586, + 0.11143182218074799, + 0.13856475055217743 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.00361634255386889 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.", + "seed": 16628, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_10/index_3659_seed_16628_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08391762878745794, + "vlm_logprob": -0.08391762878745794, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.08391762878745794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14530490338802338 + ], + "opposite_logprob_tokens": [ + -2.7703049182891846 + ], + "logprob_reward": -0.14530490338802338, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.14530490338802338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21607185900211334, + 0.08437733352184296, + 0.07258687913417816, + 0.12261386960744858, + 0.03307805210351944, + 0.0992032065987587, + 0.05162613093852997, + 0.04172360152006149, + 0.08577694743871689, + 0.19294215738773346 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.14530490338802338 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991286516189575 + ], + "opposite_logprob_tokens": [ + -1.804912805557251 + ], + "logprob_reward": -0.17991286516189575, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991286516189575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15645527839660645, + 0.028532227501273155, + 0.027394462376832962, + 0.051802754402160645, + 0.04161903262138367, + 0.13345475494861603, + 0.08317075669765472, + 0.22144047915935516, + 0.09147627651691437, + 0.16465403139591217 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.17991286516189575 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898834347724915 + ], + "opposite_logprob_tokens": [ + -2.5789883136749268 + ], + "logprob_reward": -0.07898834347724915, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898834347724915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2679263949394226, + 0.03059689886868, + 0.027101347222924232, + 0.03701859340071678, + 0.03319808095693588, + 0.12541469931602478, + 0.032858557999134064, + 0.14969277381896973, + 0.22934316098690033, + 0.06684949994087219 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.07898834347724915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644895628094673 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008644895628094673, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644895628094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1521853655576706, + 0.20935405790805817, + 0.24366314709186554, + 0.07269765436649323, + 0.02508172206580639, + 0.08988716453313828, + 0.030681952834129333, + 0.05450747162103653, + 0.058560363948345184, + 0.06338109076023102 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.008644895628094673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737136282026768 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737136282026768, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737136282026768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1976478397846222, + 0.04541613906621933, + 0.034694526344537735, + 0.032620083540678024, + 0.024373745545744896, + 0.08341670781373978, + 0.08848270028829575, + 0.13913756608963013, + 0.0847477912902832, + 0.26946285367012024 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.006737136282026768 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.", + "seed": 16629, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_10/index_3659_seed_16629_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06379984403029085, + "vlm_logprob": -0.06379984403029085, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.06379984403029085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1251930147409439 + ], + "opposite_logprob_tokens": [ + -2.6251931190490723 + ], + "logprob_reward": -0.1251930147409439, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.1251930147409439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18190810084342957, + 0.11646133661270142, + 0.05616995319724083, + 0.0735558271408081, + 0.1527959257364273, + 0.13742300868034363, + 0.0934109091758728, + 0.036102283746004105, + 0.07546591013669968, + 0.07670677453279495 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.1251930147409439 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904458582401276 + ], + "opposite_logprob_tokens": [ + -2.4640445709228516 + ], + "logprob_reward": -0.08904458582401276, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904458582401276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12203780561685562, + 0.06489166617393494, + 0.0546594113111496, + 0.11824044585227966, + 0.09157384186983109, + 0.07096486538648605, + 0.06767360866069794, + 0.08552482724189758, + 0.17511150240898132, + 0.14932195842266083 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.08904458582401276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496332421898842 + ], + "opposite_logprob_tokens": [ + -2.9299633502960205 + ], + "logprob_reward": -0.05496332421898842, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496332421898842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2832659184932709, + 0.09566015005111694, + 0.03840278834104538, + 0.06080787628889084, + 0.048047106713056564, + 0.24113976955413818, + 0.02595893107354641, + 0.031468555331230164, + 0.06605628877878189, + 0.10919266939163208 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.05496332421898842 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043059974908828735 + ], + "opposite_logprob_tokens": [ + -3.168060064315796 + ], + "logprob_reward": -0.043059974908828735, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043059974908828735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11342337727546692, + 0.42821162939071655, + 0.027773478999733925, + 0.03886231407523155, + 0.07298437505960464, + 0.09860809892416, + 0.05040610581636429, + 0.07141037285327911, + 0.06559189409017563, + 0.032728325575590134 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.043059974908828735 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738320458680391 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738320458680391, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738320458680391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12925411760807037, + 0.07202574610710144, + 0.06490246206521988, + 0.11222489178180695, + 0.1396108865737915, + 0.14461800456047058, + 0.02703491970896721, + 0.0804382935166359, + 0.11003461480140686, + 0.1198560893535614 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.006738320458680391 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.", + "seed": 16630, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_10/index_3659_seed_16630_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14635737491771578, + "vlm_logprob": -0.14635737491771578, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.14635737491771578, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09188259392976761 + ], + "opposite_logprob_tokens": [ + -3.3418827056884766 + ], + "logprob_reward": -0.09188259392976761, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.09188259392976761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.142918661236763, + 0.16636884212493896, + 0.10867912322282791, + 0.17207776010036469, + 0.07936626672744751, + 0.053383246064186096, + 0.0711212307214737, + 0.05170220509171486, + 0.11019061505794525, + 0.04419209808111191 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.09188259392976761 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761498212814331 + ], + "opposite_logprob_tokens": [ + -0.8261498212814331 + ], + "logprob_reward": -0.5761498212814331, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761498212814331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12235783785581589, + 0.10343167930841446, + 0.13280805945396423, + 0.11494527012109756, + 0.042395468801259995, + 0.05869551748037338, + 0.04293971136212349, + 0.059995949268341064, + 0.08685774356126785, + 0.2355727106332779 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.5761498212814331 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721037209033966 + ], + "opposite_logprob_tokens": [ + -3.4087209701538086 + ], + "logprob_reward": -0.033721037209033966, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721037209033966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08517521619796753, + 0.20306339859962463, + 0.07265482097864151, + 0.13814015686511993, + 0.16282391548156738, + 0.10371865332126617, + 0.02768448367714882, + 0.029742563143372536, + 0.13337618112564087, + 0.04362063109874725 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.033721037209033966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067406888119876385 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.0067406888119876385, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067406888119876385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25353920459747314, + 0.15894709527492523, + 0.07123584300279617, + 0.08972492814064026, + 0.016111185774207115, + 0.049578066915273666, + 0.03830651566386223, + 0.10236252099275589, + 0.06732764095067978, + 0.15286706387996674 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0067406888119876385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle, wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the frame shake suddenly as if the ground was struck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sunken ship covered in barnacles and long strands of rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with purple-brown clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ship tilt and fall into the churning gray-brown sea while splintered wood and corroded metal pour from it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329273335635662 + ], + "opposite_logprob_tokens": [ + -3.7732927799224854 + ], + "logprob_reward": -0.02329273335635662, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329273335635662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08319424092769623, + 0.09960327297449112, + 0.043965645134449005, + 0.19148431718349457, + 0.0787084773182869, + 0.059784676879644394, + 0.05057081580162048, + 0.05060507357120514, + 0.13518811762332916, + 0.20689542591571808 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.02329273335635662 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_11/index_tensor([7521, 7521])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_11/index_tensor([7521, 7521])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c34bf6b65ad2699d59407f031a0b59a72f756c43 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_11/index_tensor([7521, 7521])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly pans to the right, following a pair of calloused yet steady hands. These hands grip a V-shaped carving knife, its wooden handle, smooth and warm from years of use, a stark contrast to the gleaming, sharp edge of the blade. Carefully and precisely, the tip of the knife slices into the unvarnished, light-brown oak armrest of a rocking chair. As the knife steadily advances, an intricate, leaf-like pattern emerges from the smooth surface. As the blade delicately curls and peels away, swirling and falling like golden dust under the warm, focused yellow light cast from above, they eventually scatter across the scratched workbench and the dark apron of the craftsman. The entire workshop's background is blurred in soft shadow, leaving only this illuminated area clearly visible, creating an atmosphere of intense concentration, tranquility, and the beauty of craftsmanship.", + "seed": 19140, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_11/index_7521_seed_19140_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.048365724133327605, + "vlm_logprob": -0.048365724133327605, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.048365724133327605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.057768385857343674 + ], + "opposite_logprob_tokens": [ + -2.9327683448791504 + ], + "logprob_reward": -0.057768385857343674, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.057768385857343674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08685226738452911, + 0.0683722272515297, + 0.23557382822036743, + 0.045660242438316345, + 0.17953786253929138, + 0.17592662572860718, + 0.04226161539554596, + 0.041575752198696136, + 0.05629948154091835, + 0.06794005632400513 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.057768385857343674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295577138662338 + ], + "opposite_logprob_tokens": [ + -2.2379558086395264 + ], + "logprob_reward": -0.11295577138662338, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295577138662338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16475661098957062, + 0.07590317726135254, + 0.0683477520942688, + 0.07705345004796982, + 0.16039341688156128, + 0.14873690903186798, + 0.0731777474284172, + 0.02976423129439354, + 0.11797807365655899, + 0.08388864248991013 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.11295577138662338 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054965127259492874 + ], + "opposite_logprob_tokens": [ + -2.929965019226074 + ], + "logprob_reward": -0.054965127259492874, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054965127259492874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11861924827098846, + 0.060290638357400894, + 0.1080295741558075, + 0.08922764658927917, + 0.36793190240859985, + 0.07344605028629303, + 0.05258379131555557, + 0.03187412768602371, + 0.045819252729415894, + 0.05217776075005531 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.054965127259492874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419894304126501 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.01419894304126501, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419894304126501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1363409459590912, + 0.055955346673727036, + 0.2593243718147278, + 0.1554758995771408, + 0.06135578081011772, + 0.13021421432495117, + 0.07688352465629578, + 0.04289163276553154, + 0.03142184764146805, + 0.050136420875787735 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.01419894304126501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019403931219130754 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.0019403931219130754, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019403931219130754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1722203493118286, + 0.038740549236536026, + 0.1851733773946762, + 0.03961824253201485, + 0.15140126645565033, + 0.3108634948730469, + 0.02407362498342991, + 0.034155286848545074, + 0.02176501229405403, + 0.021988797932863235 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.0019403931219130754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly pans to the right, following a pair of calloused yet steady hands. These hands grip a V-shaped carving knife, its wooden handle, smooth and warm from years of use, a stark contrast to the gleaming, sharp edge of the blade. Carefully and precisely, the tip of the knife slices into the unvarnished, light-brown oak armrest of a rocking chair. As the knife steadily advances, an intricate, leaf-like pattern emerges from the smooth surface. As the blade delicately curls and peels away, swirling and falling like golden dust under the warm, focused yellow light cast from above, they eventually scatter across the scratched workbench and the dark apron of the craftsman. The entire workshop's background is blurred in soft shadow, leaving only this illuminated area clearly visible, creating an atmosphere of intense concentration, tranquility, and the beauty of craftsmanship.", + "seed": 19141, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_11/index_7521_seed_19141_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05255392021499574, + "vlm_logprob": -0.05255392021499574, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.05255392021499574, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050579946488142014 + ], + "opposite_logprob_tokens": [ + -3.0505800247192383 + ], + "logprob_reward": -0.050579946488142014, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050579946488142014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019854212179780006, + 0.011550955474376678, + 0.02758769690990448, + 0.034071773290634155, + 0.021500589326024055, + 0.028971413150429726, + 0.06991232186555862, + 0.036879703402519226, + 0.07440198212862015, + 0.6752693057060242 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.050579946488142014 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037073731422424 + ], + "opposite_logprob_tokens": [ + -1.9103707075119019 + ], + "logprob_reward": -0.16037073731422424, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037073731422424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031243452802300453, + 0.024319738149642944, + 0.12232545018196106, + 0.1828351467847824, + 0.026262536644935608, + 0.08234789967536926, + 0.07544828206300735, + 0.033600613474845886, + 0.06483357399702072, + 0.35678327083587646 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.16037073731422424 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810303658246994 + ], + "opposite_logprob_tokens": [ + -3.2881031036376953 + ], + "logprob_reward": -0.03810303658246994, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810303658246994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039256658405065536, + 0.029508676379919052, + 0.017912786453962326, + 0.2181026041507721, + 0.04537681117653847, + 0.03189714625477791, + 0.034703414887189865, + 0.03583133965730667, + 0.08587038516998291, + 0.4615401327610016 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.03810303658246994 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253711897879839 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.01253711897879839, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253711897879839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08984559029340744, + 0.04430844262242317, + 0.06305897235870361, + 0.14757797122001648, + 0.10542421787977219, + 0.050558701157569885, + 0.04745049029588699, + 0.030835209414362907, + 0.1539219170808792, + 0.26701852679252625 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.01253711897879839 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011787617113441229 + ], + "opposite_logprob_tokens": [ + -6.751178741455078 + ], + "logprob_reward": -0.0011787617113441229, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011787617113441229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06209399178624153, + 0.022749394178390503, + 0.052746694535017014, + 0.17306888103485107, + 0.010005860589444637, + 0.04971456527709961, + 0.040963515639305115, + 0.014750819653272629, + 0.04524170979857445, + 0.5286645889282227 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0011787617113441229 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly pans to the right, following a pair of calloused yet steady hands. These hands grip a V-shaped carving knife, its wooden handle, smooth and warm from years of use, a stark contrast to the gleaming, sharp edge of the blade. Carefully and precisely, the tip of the knife slices into the unvarnished, light-brown oak armrest of a rocking chair. As the knife steadily advances, an intricate, leaf-like pattern emerges from the smooth surface. As the blade delicately curls and peels away, swirling and falling like golden dust under the warm, focused yellow light cast from above, they eventually scatter across the scratched workbench and the dark apron of the craftsman. The entire workshop's background is blurred in soft shadow, leaving only this illuminated area clearly visible, creating an atmosphere of intense concentration, tranquility, and the beauty of craftsmanship.", + "seed": 19142, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_11/index_7521_seed_19142_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016496485727839173, + "vlm_logprob": -0.016496485727839173, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.016496485727839173, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01613534986972809 + ], + "opposite_logprob_tokens": [ + -4.266135215759277 + ], + "logprob_reward": -0.01613534986972809, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01613534986972809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24628782272338867, + 0.045851051807403564, + 0.10207636654376984, + 0.10355246067047119, + 0.11753933131694794, + 0.07719742506742477, + 0.0944804698228836, + 0.061295364052057266, + 0.04255625605583191, + 0.10916339606046677 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.01613534986972809 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810315206646919 + ], + "opposite_logprob_tokens": [ + -3.2881031036376953 + ], + "logprob_reward": -0.03810315206646919, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810315206646919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25120317935943604, + 0.11232603341341019, + 0.07431311905384064, + 0.08154553920030594, + 0.08080150932073593, + 0.06004124879837036, + 0.08935048431158066, + 0.040436699986457825, + 0.09285224229097366, + 0.11712991446256638 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03810315206646919 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542063370347023 + ], + "opposite_logprob_tokens": [ + -4.387542247772217 + ], + "logprob_reward": -0.012542063370347023, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542063370347023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10921098291873932, + 0.041036538779735565, + 0.02648615464568138, + 0.06304164230823517, + 0.026069441810250282, + 0.03744400292634964, + 0.030504940077662468, + 0.03745315596461296, + 0.04370950534939766, + 0.5850436687469482 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.012542063370347023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190716668963432 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190716668963432, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190716668963432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13209481537342072, + 0.09809718281030655, + 0.06919402629137039, + 0.12501171231269836, + 0.12142394483089447, + 0.07690221816301346, + 0.08742771297693253, + 0.060803260654211044, + 0.07843570411205292, + 0.15060953795909882 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.014190716668963432 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015111466636881232 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.0015111466636881232, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015111466636881232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14672645926475525, + 0.04232163354754448, + 0.06779707968235016, + 0.07705322653055191, + 0.0941493883728981, + 0.18499992787837982, + 0.04948779568076134, + 0.15032412111759186, + 0.06278514117002487, + 0.12435521185398102 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.0015111466636881232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly pans to the right, following a pair of calloused yet steady hands. These hands grip a V-shaped carving knife, its wooden handle, smooth and warm from years of use, a stark contrast to the gleaming, sharp edge of the blade. Carefully and precisely, the tip of the knife slices into the unvarnished, light-brown oak armrest of a rocking chair. As the knife steadily advances, an intricate, leaf-like pattern emerges from the smooth surface. As the blade delicately curls and peels away, swirling and falling like golden dust under the warm, focused yellow light cast from above, they eventually scatter across the scratched workbench and the dark apron of the craftsman. The entire workshop's background is blurred in soft shadow, leaving only this illuminated area clearly visible, creating an atmosphere of intense concentration, tranquility, and the beauty of craftsmanship.", + "seed": 19143, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_11/index_7521_seed_19143_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.057463027676567434, + "vlm_logprob": -0.057463027676567434, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.057463027676567434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04553814232349396 + ], + "opposite_logprob_tokens": [ + -3.1705381870269775 + ], + "logprob_reward": -0.04553814232349396, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04553814232349396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05796470493078232, + 0.016051433980464935, + 0.32357779145240784, + 0.06540948897600174, + 0.025736045092344284, + 0.11572227627038956, + 0.2689732611179352, + 0.05847668647766113, + 0.04315865412354469, + 0.024929694831371307 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.04553814232349396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292478442192078 + ], + "opposite_logprob_tokens": [ + -2.237924814224243 + ], + "logprob_reward": -0.11292478442192078, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292478442192078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09165647625923157, + 0.02349843643605709, + 0.28700393438339233, + 0.041342493146657944, + 0.04362903907895088, + 0.042315710335969925, + 0.22561529278755188, + 0.17248079180717468, + 0.04719028249382973, + 0.025267552584409714 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.11292478442192078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129465103149414 + ], + "opposite_logprob_tokens": [ + -2.2379465103149414 + ], + "logprob_reward": -0.1129465103149414, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129465103149414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1318638175725937, + 0.08189157396554947, + 0.2771741449832916, + 0.06129521131515503, + 0.053165704011917114, + 0.02951081655919552, + 0.1459852159023285, + 0.067677341401577, + 0.05556049942970276, + 0.09587571769952774 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.1129465103149414 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193772338330746 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193772338330746, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193772338330746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1499565839767456, + 0.24964191019535065, + 0.06963008642196655, + 0.07359353452920914, + 0.0740492045879364, + 0.0781770646572113, + 0.06496183574199677, + 0.09230592101812363, + 0.07626582682132721, + 0.07141799479722977 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.014193772338330746 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of calloused yet steady hands visible gripping a V-shaped carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knife slicing into the unvarnished, light-brown oak armrest of a rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an intricate, leaf-like pattern emerge from the surface as the blade advances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle that slowly pans to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred in soft shadow with warm, focused yellow light illuminating the work area?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017119289841502905 + ], + "opposite_logprob_tokens": [ + -6.376711845397949 + ], + "logprob_reward": -0.0017119289841502905, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017119289841502905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3875320553779602, + 0.20161540806293488, + 0.04158671200275421, + 0.035814858973026276, + 0.03362726792693138, + 0.02898569218814373, + 0.05322642996907234, + 0.07211703062057495, + 0.08451058715581894, + 0.060983989387750626 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0017119289841502905 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_12/index_tensor([3800, 3800])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_12/index_tensor([3800, 3800])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..399533db39860b26856b2f9330e7350229612809 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_12/index_tensor([3800, 3800])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.", + "seed": 25178, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_12/index_3800_seed_25178_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1658568935934454, + "vlm_logprob": -0.1658568935934454, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1658568935934454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11684577167034149 + ], + "opposite_logprob_tokens": [ + -2.2418458461761475 + ], + "logprob_reward": -0.11684577167034149, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11684577167034149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07719046622514725, + 0.03988409414887428, + 0.022788075730204582, + 0.050886377692222595, + 0.06430216133594513, + 0.575381875038147, + 0.09335631877183914, + 0.022757718339562416, + 0.025189269334077835, + 0.028263656422495842 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.11684577167034149 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032004110980778933 + ], + "opposite_logprob_tokens": [ + -5.753200531005859 + ], + "logprob_reward": -0.0032004110980778933, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032004110980778933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13465937972068787, + 0.017941467463970184, + 0.013694649562239647, + 0.010191239416599274, + 0.03083464875817299, + 0.716227650642395, + 0.014518827199935913, + 0.02794027142226696, + 0.020040519535541534, + 0.013951342552900314 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0032004110980778933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234031677246094 + ], + "opposite_logprob_tokens": [ + -0.8984031677246094 + ], + "logprob_reward": -0.5234031677246094, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234031677246094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20505806803703308, + 0.01690852642059326, + 0.025301141664385796, + 0.017301952466368675, + 0.10531625896692276, + 0.5611851811408997, + 0.017446445301175117, + 0.02212960459291935, + 0.016440756618976593, + 0.012912067584693432 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.5234031677246094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952725186944008 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952725186944008, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952725186944008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1421622335910797, + 0.01676303520798683, + 0.018867839127779007, + 0.016370272263884544, + 0.0380939356982708, + 0.4242757558822632, + 0.027862563729286194, + 0.08236908167600632, + 0.18149401247501373, + 0.05174124240875244 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.005952725186944008 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988239228725433 + ], + "opposite_logprob_tokens": [ + -1.8048824071884155 + ], + "logprob_reward": -0.17988239228725433, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988239228725433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16987253725528717, + 0.038758400827646255, + 0.02325996570289135, + 0.00991708505898714, + 0.04230944439768791, + 0.5183706879615784, + 0.05725114792585373, + 0.06332451850175858, + 0.04201814904808998, + 0.03491807356476784 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.17988239228725433 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.", + "seed": 25179, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_12/index_3800_seed_25179_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18184665692970156, + "vlm_logprob": -0.18184665692970156, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.18184665692970156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10857030004262924 + ], + "opposite_logprob_tokens": [ + -2.3585703372955322 + ], + "logprob_reward": -0.10857030004262924, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10857030004262924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23616185784339905, + 0.0799899622797966, + 0.019427815452218056, + 0.08001945167779922, + 0.02423788793385029, + 0.08052001148462296, + 0.13472139835357666, + 0.23748669028282166, + 0.08374050259590149, + 0.02369442768394947 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.10857030004262924 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088193282485008 + ], + "opposite_logprob_tokens": [ + -4.141088008880615 + ], + "logprob_reward": -0.016088193282485008, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088193282485008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09703688323497772, + 0.10090450942516327, + 0.035037219524383545, + 0.021691063418984413, + 0.04979085177183151, + 0.03002288192510605, + 0.03787759691476822, + 0.4094448983669281, + 0.1673423796892166, + 0.05085167661309242 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.016088193282485008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762602686882019 + ], + "opposite_logprob_tokens": [ + -0.8262602686882019 + ], + "logprob_reward": -0.5762602686882019, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762602686882019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20811721682548523, + 0.05978228151798248, + 0.04266836866736412, + 0.20901770889759064, + 0.044983744621276855, + 0.04238969460129738, + 0.05233754217624664, + 0.22754627466201782, + 0.0852896049618721, + 0.02786760963499546 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.5762602686882019 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674506975337863 + ], + "opposite_logprob_tokens": [ + -5.006744861602783 + ], + "logprob_reward": -0.00674506975337863, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674506975337863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05068257078528404, + 0.04733830317854881, + 0.029920555651187897, + 0.0788164958357811, + 0.02293875627219677, + 0.054903268814086914, + 0.07685184478759766, + 0.2952171862125397, + 0.16620232164859772, + 0.17712870240211487 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.00674506975337863 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156945288181305 + ], + "opposite_logprob_tokens": [ + -1.7015694379806519 + ], + "logprob_reward": -0.20156945288181305, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156945288181305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12903353571891785, + 0.06506673991680145, + 0.0479118786752224, + 0.11891314387321472, + 0.05279675871133804, + 0.05636461824178696, + 0.04354746639728546, + 0.3572584092617035, + 0.06722868233919144, + 0.06187873333692551 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.20156945288181305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.", + "seed": 25180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_12/index_3800_seed_25180_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.22935717878863215, + "vlm_logprob": -0.22935717878863215, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.22935717878863215, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10679730027914047 + ], + "opposite_logprob_tokens": [ + -2.356797218322754 + ], + "logprob_reward": -0.10679730027914047, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10679730027914047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08260976523160934, + 0.035079825669527054, + 0.09649641811847687, + 0.16117562353610992, + 0.08230826258659363, + 0.10641403496265411, + 0.23497933149337769, + 0.036662958562374115, + 0.12238366901874542, + 0.04189010336995125 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.10679730027914047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036283391527831554 + ], + "opposite_logprob_tokens": [ + -5.628628253936768 + ], + "logprob_reward": -0.0036283391527831554, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036283391527831554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17587485909461975, + 0.13917812705039978, + 0.05999918282032013, + 0.05726160481572151, + 0.11403845995664597, + 0.07032058387994766, + 0.1588200479745865, + 0.020721139386296272, + 0.08395181596279144, + 0.11983414739370346 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0036283391527831554 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578830122947693 + ], + "opposite_logprob_tokens": [ + -0.6328830122947693 + ], + "logprob_reward": -0.7578830122947693, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578830122947693, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3027249872684479, + 0.16843463480472565, + 0.29985353350639343, + 0.03337698057293892, + 0.04534289240837097, + 0.018621260300278664, + 0.02375672198832035, + 0.020539792254567146, + 0.048322275280952454, + 0.03902701660990715 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.7578830122947693 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365121826529503 + ], + "opposite_logprob_tokens": [ + -3.651365041732788 + ], + "logprob_reward": -0.026365121826529503, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365121826529503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12181795388460159, + 0.0625179335474968, + 0.09584975242614746, + 0.058461256325244904, + 0.11624904721975327, + 0.05581972748041153, + 0.0786738246679306, + 0.02839767187833786, + 0.22369609773159027, + 0.1585168093442917 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.026365121826529503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211212038993835 + ], + "opposite_logprob_tokens": [ + -1.5021121501922607 + ], + "logprob_reward": -0.25211212038993835, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211212038993835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13813726603984833, + 0.061412595212459564, + 0.18399564921855927, + 0.10157396644353867, + 0.11502258479595184, + 0.10709629952907562, + 0.10369089990854263, + 0.016036244109272957, + 0.11188457906246185, + 0.06114998087286949 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.25211212038993835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.", + "seed": 25181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_12/index_3800_seed_25181_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20861182692460717, + "vlm_logprob": -0.20861182692460717, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.20861182692460717, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14994746446609497 + ], + "opposite_logprob_tokens": [ + -2.02494740486145 + ], + "logprob_reward": -0.14994746446609497, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14994746446609497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07916246354579926, + 0.03305543214082718, + 0.08692892640829086, + 0.08989840000867844, + 0.12906049191951752, + 0.04634232074022293, + 0.36523061990737915, + 0.0683802142739296, + 0.05497460067272186, + 0.04696660116314888 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.14994746446609497 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002835422521457076 + ], + "opposite_logprob_tokens": [ + -5.877835273742676 + ], + "logprob_reward": -0.002835422521457076, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002835422521457076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22425663471221924, + 0.20539243519306183, + 0.06968864798545837, + 0.036258962005376816, + 0.12922020256519318, + 0.028255289420485497, + 0.09165269881486893, + 0.05287313833832741, + 0.02696099318563938, + 0.13544104993343353 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.002835422521457076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328920722007751 + ], + "opposite_logprob_tokens": [ + -0.7578920722007751 + ], + "logprob_reward": -0.6328920722007751, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328920722007751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34723174571990967, + 0.05452131852507591, + 0.050309550017118454, + 0.04156494140625, + 0.10762341320514679, + 0.07170277088880539, + 0.12501376867294312, + 0.03960110619664192, + 0.026328183710575104, + 0.13610319793224335 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.6328920722007751 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052610281854867935 + ], + "opposite_logprob_tokens": [ + -5.255260944366455 + ], + "logprob_reward": -0.0052610281854867935, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052610281854867935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12782077491283417, + 0.039967406541109085, + 0.06898307800292969, + 0.04516121745109558, + 0.09129305183887482, + 0.04684876278042793, + 0.2610681354999542, + 0.09059806168079376, + 0.1606602966785431, + 0.06759914755821228 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.0052610281854867935 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a desolate, sterile room with pale institutional green walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hospital bed frame constructed of cold brushed steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, almost black liquid seeping upward through the mattress fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, flickering fluorescent light creating a clinical, shadowless atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521231472492218 + ], + "opposite_logprob_tokens": [ + -1.5021231174468994 + ], + "logprob_reward": -0.2521231472492218, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521231472492218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11137144267559052, + 0.042572908103466034, + 0.05463990569114685, + 0.07425841689109802, + 0.0857703685760498, + 0.09820913523435593, + 0.251209020614624, + 0.09253349155187607, + 0.09455816447734833, + 0.09487713873386383 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.2521231472492218 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_13/index_tensor([8897, 8897])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_13/index_tensor([8897, 8897])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c9e14480c413a0b8e936c867fdd9862c1f91dfd9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_13/index_tensor([8897, 8897])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, low-angle tracking shot follows a small, perfectly spherical glass marble as it moves across a seemingly infinite expanse of highly polished black obsidian floor. Within the marble's perfect, transparent body, vibrant swirls of sapphire, emerald green, and ruby red are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs, also made of clear, solid glass, emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly along it, capturing how each crystal leg rises, pauses for a fraction of a second, and then deliberately lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface perfectly reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.", + "seed": 33295, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_13/index_8897_seed_33295_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03851548470556736, + "vlm_logprob": -0.03851548470556736, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.03851548470556736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04410296678543091 + ], + "opposite_logprob_tokens": [ + -3.169102907180786 + ], + "logprob_reward": -0.04410296678543091, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04410296678543091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07302317023277283, + 0.06112361699342728, + 0.19734735786914825, + 0.16828082501888275, + 0.06848575919866562, + 0.04863886907696724, + 0.1697610467672348, + 0.030014358460903168, + 0.021575720980763435, + 0.16174925863742828 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.04410296678543091 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033727146685123444 + ], + "opposite_logprob_tokens": [ + -3.4087271690368652 + ], + "logprob_reward": -0.033727146685123444, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033727146685123444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0507546029984951, + 0.053236596286296844, + 0.06736518442630768, + 0.27075663208961487, + 0.07463666796684265, + 0.045247890055179596, + 0.24690979719161987, + 0.08474630117416382, + 0.032855074852705, + 0.07349128276109695 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.033727146685123444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062051087617874146 + ], + "opposite_logprob_tokens": [ + -2.8120510578155518 + ], + "logprob_reward": -0.062051087617874146, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062051087617874146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05219954252243042, + 0.08154697716236115, + 0.13612119853496552, + 0.045697953552007675, + 0.06313557177782059, + 0.057234253734350204, + 0.40133535861968994, + 0.06704091280698776, + 0.03692878037691116, + 0.058759454637765884 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.062051087617874146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349330320954323 + ], + "opposite_logprob_tokens": [ + -3.6513493061065674 + ], + "logprob_reward": -0.026349330320954323, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349330320954323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05164938047528267, + 0.048388853669166565, + 0.2816774547100067, + 0.059814199805259705, + 0.059442006051540375, + 0.08965055644512177, + 0.2169245183467865, + 0.04635046049952507, + 0.0856718122959137, + 0.06043070927262306 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.026349330320954323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634689211845398 + ], + "opposite_logprob_tokens": [ + -3.6513469219207764 + ], + "logprob_reward": -0.02634689211845398, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634689211845398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04221002012491226, + 0.027580613270401955, + 0.06450704485177994, + 0.09681951254606247, + 0.043977316468954086, + 0.02798006869852543, + 0.49407607316970825, + 0.05269921198487282, + 0.07397306710481644, + 0.07617708295583725 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.02634689211845398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle tracking shot follows a small, perfectly spherical glass marble as it moves across a seemingly infinite expanse of highly polished black obsidian floor. Within the marble's perfect, transparent body, vibrant swirls of sapphire, emerald green, and ruby red are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs, also made of clear, solid glass, emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly along it, capturing how each crystal leg rises, pauses for a fraction of a second, and then deliberately lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface perfectly reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.", + "seed": 33296, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_13/index_8897_seed_33296_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05803630761802196, + "vlm_logprob": -0.05803630761802196, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.05803630761802196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14418360590934753 + ], + "opposite_logprob_tokens": [ + -2.01918363571167 + ], + "logprob_reward": -0.14418360590934753, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14418360590934753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06864716112613678, + 0.07027024030685425, + 0.5006840229034424, + 0.04231284558773041, + 0.0558512918651104, + 0.05243454873561859, + 0.014958194456994534, + 0.0680914968252182, + 0.05278925225138664, + 0.07396090775728226 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.14418360590934753 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820322498679161 + ], + "opposite_logprob_tokens": [ + -4.018203258514404 + ], + "logprob_reward": -0.01820322498679161, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820322498679161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06339189410209656, + 0.2609104812145233, + 0.07578432559967041, + 0.02846175618469715, + 0.059260908514261246, + 0.17296864092350006, + 0.021569114178419113, + 0.14371541142463684, + 0.04162934422492981, + 0.13230811059474945 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.01820322498679161 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902790397405624 + ], + "opposite_logprob_tokens": [ + -2.4640278816223145 + ], + "logprob_reward": -0.08902790397405624, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902790397405624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07257542014122009, + 0.06334837526082993, + 0.07395412027835846, + 0.01699667051434517, + 0.10023241490125656, + 0.40426722168922424, + 0.026925556361675262, + 0.05827835574746132, + 0.0317741334438324, + 0.151647686958313 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.08902790397405624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581606775522232 + ], + "opposite_logprob_tokens": [ + -3.8955817222595215 + ], + "logprob_reward": -0.020581606775522232, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581606775522232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11492227762937546, + 0.0892477035522461, + 0.12778878211975098, + 0.06866616755723953, + 0.10303820669651031, + 0.12415960431098938, + 0.041696686297655106, + 0.05053728073835373, + 0.08714614808559418, + 0.19279716908931732 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.020581606775522232 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185196444392204 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185196444392204, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185196444392204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1457957774400711, + 0.16515184938907623, + 0.13344283401966095, + 0.03265850618481636, + 0.04116141051054001, + 0.1853184998035431, + 0.03263262286782265, + 0.04652872681617737, + 0.08471742272377014, + 0.1325923204421997 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.018185196444392204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle tracking shot follows a small, perfectly spherical glass marble as it moves across a seemingly infinite expanse of highly polished black obsidian floor. Within the marble's perfect, transparent body, vibrant swirls of sapphire, emerald green, and ruby red are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs, also made of clear, solid glass, emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly along it, capturing how each crystal leg rises, pauses for a fraction of a second, and then deliberately lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface perfectly reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.", + "seed": 33297, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_13/index_8897_seed_33297_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08917210474610329, + "vlm_logprob": -0.08917210474610329, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.08917210474610329, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030619405210018158 + ], + "opposite_logprob_tokens": [ + -3.5306193828582764 + ], + "logprob_reward": -0.030619405210018158, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030619405210018158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15643499791622162, + 0.0409829281270504, + 0.20131820440292358, + 0.07132673263549805, + 0.10812613368034363, + 0.03884948045015335, + 0.08239424228668213, + 0.06799963116645813, + 0.08967085182666779, + 0.14289678633213043 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.030619405210018158 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309285804629326 + ], + "opposite_logprob_tokens": [ + -3.168092966079712 + ], + "logprob_reward": -0.04309285804629326, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309285804629326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07765646278858185, + 0.07461881637573242, + 0.03366588428616524, + 0.077299565076828, + 0.3255804479122162, + 0.05328846722841263, + 0.042087312787771225, + 0.0432976596057415, + 0.23769721388816833, + 0.03480817377567291 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.04309285804629326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31345370411872864 + ], + "opposite_logprob_tokens": [ + -1.3134536743164062 + ], + "logprob_reward": -0.31345370411872864, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31345370411872864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09097310900688171, + 0.17828091979026794, + 0.07195781171321869, + 0.07080207020044327, + 0.18922728300094604, + 0.11046198755502701, + 0.04285959154367447, + 0.03856804594397545, + 0.045038722455501556, + 0.1618303805589676 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.31345370411872864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810384124517441 + ], + "opposite_logprob_tokens": [ + -3.2881038188934326 + ], + "logprob_reward": -0.03810384124517441, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810384124517441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03436313197016716, + 0.05876804143190384, + 0.040107715874910355, + 0.11141407489776611, + 0.3432667851448059, + 0.04070452228188515, + 0.1019124984741211, + 0.06653708964586258, + 0.10764860361814499, + 0.09527752548456192 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.03810384124517441 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059071511030197 + ], + "opposite_logprob_tokens": [ + -3.8955907821655273 + ], + "logprob_reward": -0.02059071511030197, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059071511030197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09774820506572723, + 0.10311738401651382, + 0.0779152512550354, + 0.06263518333435059, + 0.3287021219730377, + 0.047193147242069244, + 0.10351619124412537, + 0.07955724745988846, + 0.03908892720937729, + 0.06052635610103607 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.02059071511030197 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle tracking shot follows a small, perfectly spherical glass marble as it moves across a seemingly infinite expanse of highly polished black obsidian floor. Within the marble's perfect, transparent body, vibrant swirls of sapphire, emerald green, and ruby red are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs, also made of clear, solid glass, emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly along it, capturing how each crystal leg rises, pauses for a fraction of a second, and then deliberately lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface perfectly reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.", + "seed": 33298, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_13/index_8897_seed_33298_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2361282493919134, + "vlm_logprob": -0.2361282493919134, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.2361282493919134, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3152981698513031 + ], + "opposite_logprob_tokens": [ + -1.3152981996536255 + ], + "logprob_reward": -0.3152981698513031, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3152981698513031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06824540346860886, + 0.0713900700211525, + 0.05198640748858452, + 0.09942546486854553, + 0.03603697568178177, + 0.1286049783229828, + 0.3463628888130188, + 0.020460693165659904, + 0.09282492101192474, + 0.08466224372386932 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.3152981698513031 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309046268463135 + ], + "opposite_logprob_tokens": [ + -3.168090343475342 + ], + "logprob_reward": -0.04309046268463135, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309046268463135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2851715087890625, + 0.026081983000040054, + 0.0730297863483429, + 0.023247335106134415, + 0.02196735329926014, + 0.05809389427304268, + 0.3538164496421814, + 0.027438702061772346, + 0.07402801513671875, + 0.05712495744228363 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.04309046268463135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577846646308899 + ], + "opposite_logprob_tokens": [ + -0.6327846646308899 + ], + "logprob_reward": -0.7577846646308899, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577846646308899, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2980193495750427, + 0.07685737311840057, + 0.02976384200155735, + 0.025911590084433556, + 0.025698818266391754, + 0.056395724415779114, + 0.06058254465460777, + 0.018146345391869545, + 0.3517749011516571, + 0.05684954673051834 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.7577846646308899 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811107203364372 + ], + "opposite_logprob_tokens": [ + -3.2881109714508057 + ], + "logprob_reward": -0.03811107203364372, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811107203364372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18334120512008667, + 0.061628758907318115, + 0.0742274671792984, + 0.13598181307315826, + 0.05166040360927582, + 0.0329161174595356, + 0.060725197196006775, + 0.03782305493950844, + 0.3157719671726227, + 0.04592405632138252 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.03811107203364372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small, perfectly spherical glass marble with vibrant sapphire, emerald green, and ruby red swirls inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do several tiny, delicate legs made of clear solid glass emerge from the lower hemisphere of the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble move across a highly polished black obsidian floor that perfectly reflects the marble and its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle and moving in a smooth tracking shot alongside the marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright spotlight visible from above, creating mirrored highlights on the marble and casting shadows from the legs onto the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356877759099007 + ], + "opposite_logprob_tokens": [ + -3.6513569355010986 + ], + "logprob_reward": -0.026356877759099007, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356877759099007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40126243233680725, + 0.03839200362563133, + 0.0246175155043602, + 0.022890031337738037, + 0.01831362023949623, + 0.08564753830432892, + 0.17649628221988678, + 0.03145870566368103, + 0.13461685180664062, + 0.0663050189614296 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.026356877759099007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_14/index_tensor([9629, 9629])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_14/index_tensor([9629, 9629])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b8181fdb588745c3654cc236045b737b7f5695ad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_14/index_tensor([9629, 9629])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.", + "seed": 13099, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_14/index_9629_seed_13099_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4018690966418944, + "vlm_logprob": -0.4018690966418944, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.4018690966418944, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06304413825273514 + ], + "opposite_logprob_tokens": [ + -2.8130440711975098 + ], + "logprob_reward": -0.06304413825273514, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06304413825273514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1389879733324051, + 0.044151075184345245, + 0.05553959310054779, + 0.08289390802383423, + 0.10119017958641052, + 0.039840634912252426, + 0.16547656059265137, + 0.23053891956806183, + 0.12655016779899597, + 0.014830931089818478 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.06304413825273514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980584278702736 + ], + "opposite_logprob_tokens": [ + -3.529805898666382 + ], + "logprob_reward": -0.02980584278702736, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980584278702736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15499944984912872, + 0.07333599776029587, + 0.18246790766716003, + 0.1038016527891159, + 0.15727673470973969, + 0.05617803335189819, + 0.09287045150995255, + 0.040768444538116455, + 0.07246944308280945, + 0.06583194434642792 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.02980584278702736 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009213017183355987 + ], + "opposite_logprob_tokens": [ + -7.000921249389648 + ], + "logprob_reward": -0.0009213017183355987, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009213017183355987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19774578511714935, + 0.06223677843809128, + 0.09349162131547928, + 0.06826271861791611, + 0.08737567067146301, + 0.10752314329147339, + 0.09391608834266663, + 0.15394778549671173, + 0.0845545306801796, + 0.050945818424224854 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.0009213017183355987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252964794635773 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252964794635773, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252964794635773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19677071273326874, + 0.10190879553556442, + 0.12237702310085297, + 0.0873831957578659, + 0.09912755340337753, + 0.04363444447517395, + 0.10751676559448242, + 0.0838211327791214, + 0.04522103816270828, + 0.11223932355642319 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.005252964794635773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103212356567383 + ], + "opposite_logprob_tokens": [ + -0.1603211909532547 + ], + "logprob_reward": -1.9103212356567383, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103212356567383, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20375654101371765, + 0.07676199078559875, + 0.07587011903524399, + 0.07655052095651627, + 0.14571091532707214, + 0.11559910327196121, + 0.07369624823331833, + 0.1040961816906929, + 0.05564410984516144, + 0.07231426984071732 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -1.9103212356567383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.", + "seed": 13100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_14/index_9629_seed_13100_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2815579959191382, + "vlm_logprob": -0.2815579959191382, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.2815579959191382, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1612759232521057 + ], + "opposite_logprob_tokens": [ + -1.911275863647461 + ], + "logprob_reward": -0.1612759232521057, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1612759232521057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14014451205730438, + 0.09683956950902939, + 0.1972658336162567, + 0.15462985634803772, + 0.09771719574928284, + 0.0960967093706131, + 0.10872203856706619, + 0.014037278480827808, + 0.07205735146999359, + 0.022489653900265694 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.1612759232521057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987412214279175 + ], + "opposite_logprob_tokens": [ + -1.8048741817474365 + ], + "logprob_reward": -0.17987412214279175, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987412214279175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17141234874725342, + 0.11776892095804214, + 0.21129919588565826, + 0.0911867544054985, + 0.03283151239156723, + 0.1204780861735344, + 0.05766630917787552, + 0.043561652302742004, + 0.11685217171907425, + 0.03694310039281845 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.17987412214279175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097163211554289 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004097163211554289, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097163211554289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14326079189777374, + 0.08889618515968323, + 0.17207200825214386, + 0.08104563504457474, + 0.1039448156952858, + 0.1593574732542038, + 0.042929794639348984, + 0.03416910767555237, + 0.1570766121149063, + 0.017247634008526802 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.004097163211554289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642767556011677 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.008642767556011677, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642767556011677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21294373273849487, + 0.0872264876961708, + 0.23736339807510376, + 0.08101707696914673, + 0.07730098068714142, + 0.07465515285730362, + 0.10013197362422943, + 0.02584397979080677, + 0.06234092265367508, + 0.041176240891218185 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.008642767556011677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539000034332275 + ], + "opposite_logprob_tokens": [ + -0.4289000332355499 + ], + "logprob_reward": -1.0539000034332275, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539000034332275, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12354324758052826, + 0.18600554764270782, + 0.08310329169034958, + 0.09074445068836212, + 0.06375959515571594, + 0.12399940192699432, + 0.1513337343931198, + 0.06444845348596573, + 0.03864152729511261, + 0.07442080229520798 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -1.0539000034332275 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.", + "seed": 13101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_14/index_9629_seed_13101_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4233859102241695, + "vlm_logprob": -0.4233859102241695, + "vlm_yes_no_margin": 2.799999952316284, + "vlm_token_credit": -0.4233859102241695, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2820415496826172 + ], + "opposite_logprob_tokens": [ + -1.4070415496826172 + ], + "logprob_reward": -0.2820415496826172, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2820415496826172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22989612817764282, + 0.05228530615568161, + 0.091295026242733, + 0.05780773237347603, + 0.2502690851688385, + 0.02831631898880005, + 0.04658074676990509, + 0.04327259585261345, + 0.152960866689682, + 0.04731622710824013 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.2820415496826172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181953813880682 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.0181953813880682, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181953813880682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3226291537284851, + 0.11837385594844818, + 0.13310495018959045, + 0.02800782583653927, + 0.07775884121656418, + 0.06333384662866592, + 0.07092554867267609, + 0.06892631947994232, + 0.033805444836616516, + 0.08313426375389099 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0181953813880682 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003194232005625963 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.003194232005625963, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003194232005625963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2513432800769806, + 0.1443285048007965, + 0.1154032051563263, + 0.04013432562351227, + 0.2170926183462143, + 0.043083786964416504, + 0.02998422458767891, + 0.05140923336148262, + 0.02106662280857563, + 0.08615417778491974 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.003194232005625963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638749830424786 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638749830424786, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638749830424786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17594900727272034, + 0.08153868466615677, + 0.1946411281824112, + 0.018493518233299255, + 0.16876429319381714, + 0.023970089852809906, + 0.022672444581985474, + 0.0484626479446888, + 0.05410290136933327, + 0.21140530705451965 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.008638749830424786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048596382141113 + ], + "opposite_logprob_tokens": [ + -0.1798596829175949 + ], + "logprob_reward": -1.8048596382141113, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048596382141113, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16646885871887207, + 0.07108702510595322, + 0.22142168879508972, + 0.041801817715168, + 0.2342069447040558, + 0.035606615245342255, + 0.03736058250069618, + 0.040860746055841446, + 0.08152488619089127, + 0.06966079771518707 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -1.8048596382141113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.", + "seed": 13102, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_14/index_9629_seed_13102_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.28853780585341154, + "vlm_logprob": -0.28853780585341154, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.28853780585341154, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030420182272791862 + ], + "opposite_logprob_tokens": [ + -3.5304200649261475 + ], + "logprob_reward": -0.030420182272791862, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030420182272791862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3108273446559906, + 0.05029875785112381, + 0.23428697884082794, + 0.044085416942834854, + 0.11713822185993195, + 0.03558921068906784, + 0.03286436200141907, + 0.07866400480270386, + 0.06688850373029709, + 0.029357170686125755 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.030420182272791862 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902975916862488 + ], + "opposite_logprob_tokens": [ + -2.4640297889709473 + ], + "logprob_reward": -0.08902975916862488, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902975916862488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049450624734163284, + 0.07796170562505722, + 0.1548330932855606, + 0.09946185350418091, + 0.06837769597768784, + 0.04983140900731087, + 0.05489432066679001, + 0.27189013361930847, + 0.08789841085672379, + 0.0854007676243782 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.08902975916862488 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198661444708705 + ], + "opposite_logprob_tokens": [ + -6.127198696136475 + ], + "logprob_reward": -0.002198661444708705, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198661444708705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39299896359443665, + 0.10559841245412827, + 0.049079615622758865, + 0.026874801144003868, + 0.047849588096141815, + 0.021255001425743103, + 0.0985957607626915, + 0.053822070360183716, + 0.12134002894163132, + 0.08258579671382904 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.002198661444708705 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628594525158405 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628594525158405, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628594525158405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17242597043514252, + 0.08885329961776733, + 0.12675820291042328, + 0.08019446581602097, + 0.07468612492084503, + 0.03664672374725342, + 0.04256877675652504, + 0.1447686105966568, + 0.18288612365722656, + 0.050211645662784576 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.007628594525158405 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast, ancient stone basin with a circular shape filled with murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a vivid watercolor animation with softly bleeding colors (deep blues, earthy browns, rich ochres) on a textured paper-like background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless sediments and shimmering fragments visible swirling slowly toward the center of the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid surface rendered with hyper-realistic smoothness and subtle ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313411831855774 + ], + "opposite_logprob_tokens": [ + -0.31341180205345154 + ], + "logprob_reward": -1.313411831855774, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313411831855774, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10591942816972733, + 0.15620894730091095, + 0.03827381879091263, + 0.05319323390722275, + 0.14995041489601135, + 0.03534034639596939, + 0.03281978890299797, + 0.10164988785982132, + 0.27576449513435364, + 0.05087965726852417 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -1.313411831855774 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_15/index_tensor([7000, 7000])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_15/index_tensor([7000, 7000])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..158c46dec9e63322702e2e033e762f2f83fb9d8f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_15/index_tensor([7000, 7000])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle macro lens captures a high-speed time-lapse of a vibrant green, waterproof toy lizard, initially plump and glistening with absorbed moisture, resting on the cool, speckled surface of a polished granite kitchen countertop. Bright, even light from overhead kitchen appliances casts soft shadows and creates mirrored highlights on the toy's damp, smooth skin. As time passes, the evaporation process accelerates; the lizard's gelatinous body begins to noticeably shrink. The initial change is a slight dimming of its damp sheen, quickly followed by the appearance of tiny wrinkles, starting on its limbs and underbelly, wrinkling the surface. These wrinkles relentlessly deepen and multiply, spreading throughout the form, causing the toy's body to bend and its limbs to curl slightly inward as its structure deforms. As its volume decreases, the vibrant green color becomes more intense and opaque, until the lizard finally settles into its final, smaller, shrunken, and more stable form—a dense, wrinkled likeness of its former bloated self, creating a mesmerizing and slightly uncanny visual of accelerated transformation.", + "seed": 22355, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_15/index_7000_seed_22355_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.051632435899227856, + "vlm_logprob": -0.051632435899227856, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.051632435899227856, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1445591002702713 + ], + "opposite_logprob_tokens": [ + -2.019559144973755 + ], + "logprob_reward": -0.1445591002702713, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1445591002702713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0813940092921257, + 0.30715829133987427, + 0.09666189551353455, + 0.07893287390470505, + 0.18205001950263977, + 0.04985198378562927, + 0.028362106531858444, + 0.0638786256313324, + 0.07398875802755356, + 0.03772151097655296 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.1445591002702713 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865588616579771 + ], + "opposite_logprob_tokens": [ + -4.758656024932861 + ], + "logprob_reward": -0.00865588616579771, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865588616579771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11627385765314102, + 0.18967358767986298, + 0.09708540141582489, + 0.04427401348948479, + 0.025721805170178413, + 0.04176103323698044, + 0.08111515641212463, + 0.06500906497240067, + 0.26172295212745667, + 0.07736310362815857 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.00865588616579771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013435394503176212 + ], + "opposite_logprob_tokens": [ + -6.626343727111816 + ], + "logprob_reward": -0.0013435394503176212, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013435394503176212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0438174232840538, + 0.2970655560493469, + 0.05630365014076233, + 0.039554741233587265, + 0.05192742124199867, + 0.0472966730594635, + 0.06095496192574501, + 0.0763811320066452, + 0.23854152858257294, + 0.08815695345401764 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.0013435394503176212 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865364357829094 + ], + "opposite_logprob_tokens": [ + -3.0486536026000977 + ], + "logprob_reward": -0.04865364357829094, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865364357829094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0697348415851593, + 0.07510919868946075, + 0.06152217462658882, + 0.36253389716148376, + 0.04048704728484154, + 0.13674691319465637, + 0.13570132851600647, + 0.022969825193285942, + 0.06230847164988518, + 0.03288626670837402 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.04865364357829094 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054950010031461716 + ], + "opposite_logprob_tokens": [ + -2.929949998855591 + ], + "logprob_reward": -0.054950010031461716, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054950010031461716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09118083119392395, + 0.1684482842683792, + 0.17216673493385315, + 0.07286226749420166, + 0.04645976796746254, + 0.09856127947568893, + 0.05106888338923454, + 0.14521192014217377, + 0.09849762916564941, + 0.055542368441820145 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.054950010031461716 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle macro lens captures a high-speed time-lapse of a vibrant green, waterproof toy lizard, initially plump and glistening with absorbed moisture, resting on the cool, speckled surface of a polished granite kitchen countertop. Bright, even light from overhead kitchen appliances casts soft shadows and creates mirrored highlights on the toy's damp, smooth skin. As time passes, the evaporation process accelerates; the lizard's gelatinous body begins to noticeably shrink. The initial change is a slight dimming of its damp sheen, quickly followed by the appearance of tiny wrinkles, starting on its limbs and underbelly, wrinkling the surface. These wrinkles relentlessly deepen and multiply, spreading throughout the form, causing the toy's body to bend and its limbs to curl slightly inward as its structure deforms. As its volume decreases, the vibrant green color becomes more intense and opaque, until the lizard finally settles into its final, smaller, shrunken, and more stable form—a dense, wrinkled likeness of its former bloated self, creating a mesmerizing and slightly uncanny visual of accelerated transformation.", + "seed": 22356, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_15/index_7000_seed_22356_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03734568236395717, + "vlm_logprob": -0.03734568236395717, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.03734568236395717, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014911383390426636 + ], + "opposite_logprob_tokens": [ + -4.26491117477417 + ], + "logprob_reward": -0.014911383390426636, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014911383390426636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6173768043518066, + 0.08538646250963211, + 0.10435089468955994, + 0.009530368261039257, + 0.013963072560727596, + 0.021627895534038544, + 0.05367857962846756, + 0.05645214021205902, + 0.01261630468070507, + 0.025017503648996353 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.014911383390426636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016094528138637543 + ], + "opposite_logprob_tokens": [ + -4.14109468460083 + ], + "logprob_reward": -0.016094528138637543, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016094528138637543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6393736600875854, + 0.060092780739068985, + 0.044068798422813416, + 0.022873610258102417, + 0.012994552962481976, + 0.0148230055347085, + 0.028839362785220146, + 0.03637552633881569, + 0.027108866721391678, + 0.11344976723194122 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.016094528138637543 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647643771022558 + ], + "opposite_logprob_tokens": [ + -5.379647731781006 + ], + "logprob_reward": -0.004647643771022558, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647643771022558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3446694314479828, + 0.08137451857328415, + 0.08821356296539307, + 0.1875533014535904, + 0.06798333674669266, + 0.024652594700455666, + 0.035283513367176056, + 0.04852800443768501, + 0.035800959914922714, + 0.08594081550836563 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.004647643771022558 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062043242156505585 + ], + "opposite_logprob_tokens": [ + -2.8120431900024414 + ], + "logprob_reward": -0.062043242156505585, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062043242156505585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8547505140304565, + 0.03429127484560013, + 0.03388337045907974, + 0.01271206233650446, + 0.017052359879016876, + 0.0031904305797070265, + 0.010357844643294811, + 0.00929223746061325, + 0.016055352985858917, + 0.008414538577198982 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.062043242156505585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903161436319351 + ], + "opposite_logprob_tokens": [ + -2.46403169631958 + ], + "logprob_reward": -0.08903161436319351, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903161436319351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8191512823104858, + 0.028707269579172134, + 0.024060141295194626, + 0.023441219702363014, + 0.018942315131425858, + 0.014249871484935284, + 0.00901798065751791, + 0.025921357795596123, + 0.017922967672348022, + 0.018585510551929474 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.08903161436319351 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle macro lens captures a high-speed time-lapse of a vibrant green, waterproof toy lizard, initially plump and glistening with absorbed moisture, resting on the cool, speckled surface of a polished granite kitchen countertop. Bright, even light from overhead kitchen appliances casts soft shadows and creates mirrored highlights on the toy's damp, smooth skin. As time passes, the evaporation process accelerates; the lizard's gelatinous body begins to noticeably shrink. The initial change is a slight dimming of its damp sheen, quickly followed by the appearance of tiny wrinkles, starting on its limbs and underbelly, wrinkling the surface. These wrinkles relentlessly deepen and multiply, spreading throughout the form, causing the toy's body to bend and its limbs to curl slightly inward as its structure deforms. As its volume decreases, the vibrant green color becomes more intense and opaque, until the lizard finally settles into its final, smaller, shrunken, and more stable form—a dense, wrinkled likeness of its former bloated self, creating a mesmerizing and slightly uncanny visual of accelerated transformation.", + "seed": 22357, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_15/index_7000_seed_22357_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.038015107112005356, + "vlm_logprob": -0.038015107112005356, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.038015107112005356, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034488119184970856 + ], + "opposite_logprob_tokens": [ + -3.4094882011413574 + ], + "logprob_reward": -0.034488119184970856, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034488119184970856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1819269210100174, + 0.20175863802433014, + 0.04095720127224922, + 0.05187952145934105, + 0.07947889715433121, + 0.13885484635829926, + 0.072867751121521, + 0.0842704102396965, + 0.010327337309718132, + 0.13767842948436737 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.034488119184970856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961849819868803 + ], + "opposite_logprob_tokens": [ + -5.130961894989014 + ], + "logprob_reward": -0.005961849819868803, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961849819868803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17778156697750092, + 0.23156718909740448, + 0.051545400172472, + 0.05710427090525627, + 0.10939374566078186, + 0.09626162052154541, + 0.05957191437482834, + 0.034532330930233, + 0.02662207931280136, + 0.15561982989311218 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.005961849819868803 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006389960180968046 + ], + "opposite_logprob_tokens": [ + -7.375638961791992 + ], + "logprob_reward": -0.0006389960180968046, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006389960180968046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15918128192424774, + 0.19454213976860046, + 0.03806378319859505, + 0.06512869149446487, + 0.12234432995319366, + 0.057549502700567245, + 0.054944753646850586, + 0.033936548978090286, + 0.025133902207016945, + 0.24917499721050262 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.0006389960180968046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897908985614777 + ], + "opposite_logprob_tokens": [ + -2.578979015350342 + ], + "logprob_reward": -0.07897908985614777, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897908985614777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06641040742397308, + 0.07106474786996841, + 0.039364103227853775, + 0.05657987669110298, + 0.04467841610312462, + 0.09303811937570572, + 0.32478204369544983, + 0.2470829337835312, + 0.017499996349215508, + 0.03949940204620361 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.07897908985614777 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000748068094254 + ], + "opposite_logprob_tokens": [ + -2.695007562637329 + ], + "logprob_reward": -0.07000748068094254, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000748068094254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1298568993806839, + 0.12621650099754333, + 0.04488711431622505, + 0.06320684403181076, + 0.171970933675766, + 0.08842208981513977, + 0.08642510324716568, + 0.17851091921329498, + 0.016511304304003716, + 0.09399232268333435 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.07000748068094254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle macro lens captures a high-speed time-lapse of a vibrant green, waterproof toy lizard, initially plump and glistening with absorbed moisture, resting on the cool, speckled surface of a polished granite kitchen countertop. Bright, even light from overhead kitchen appliances casts soft shadows and creates mirrored highlights on the toy's damp, smooth skin. As time passes, the evaporation process accelerates; the lizard's gelatinous body begins to noticeably shrink. The initial change is a slight dimming of its damp sheen, quickly followed by the appearance of tiny wrinkles, starting on its limbs and underbelly, wrinkling the surface. These wrinkles relentlessly deepen and multiply, spreading throughout the form, causing the toy's body to bend and its limbs to curl slightly inward as its structure deforms. As its volume decreases, the vibrant green color becomes more intense and opaque, until the lizard finally settles into its final, smaller, shrunken, and more stable form—a dense, wrinkled likeness of its former bloated self, creating a mesmerizing and slightly uncanny visual of accelerated transformation.", + "seed": 22358, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_15/index_7000_seed_22358_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06308996435254813, + "vlm_logprob": -0.06308996435254813, + "vlm_yes_no_margin": 3.499999976158142, + "vlm_token_credit": -0.06308996435254813, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0631684809923172 + ], + "opposite_logprob_tokens": [ + -2.813168525695801 + ], + "logprob_reward": -0.0631684809923172, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0631684809923172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20231159031391144, + 0.12048658728599548, + 0.03709377720952034, + 0.05828690528869629, + 0.07527706772089005, + 0.345479279756546, + 0.05629304423928261, + 0.04043448343873024, + 0.030305931344628334, + 0.03403143957257271 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0631684809923172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979793444275856 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.00979793444275856, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979793444275856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1603492796421051, + 0.12462915480136871, + 0.10503082722425461, + 0.04836670309305191, + 0.13448940217494965, + 0.10019860416650772, + 0.04195191711187363, + 0.0719599649310112, + 0.13160644471645355, + 0.08141770213842392 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.00979793444275856 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002495034597814083 + ], + "opposite_logprob_tokens": [ + -6.002494812011719 + ], + "logprob_reward": -0.002495034597814083, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002495034597814083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13353726267814636, + 0.06975968927145004, + 0.08266622573137283, + 0.02248256281018257, + 0.03502913564443588, + 0.13069912791252136, + 0.07126554846763611, + 0.03375418856739998, + 0.21855300664901733, + 0.20225319266319275 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.002495034597814083 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706358730793 + ], + "opposite_logprob_tokens": [ + -2.127063512802124 + ], + "logprob_reward": -0.12706358730793, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12706358730793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09040733426809311, + 0.0872800350189209, + 0.09388294070959091, + 0.06317958980798721, + 0.15630176663398743, + 0.06205638498067856, + 0.03659103810787201, + 0.11200537532567978, + 0.15972192585468292, + 0.13857360184192657 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.12706358730793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant green toy lizard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially plump and glistening with absorbed moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lizard's body visibly shrink, wrinkle, and deform as the video progresses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a polished granite kitchen countertop with speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-speed time-lapse with a static high-angle macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292478442192078 + ], + "opposite_logprob_tokens": [ + -2.237924814224243 + ], + "logprob_reward": -0.11292478442192078, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292478442192078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.146490216255188, + 0.11702631413936615, + 0.10175265371799469, + 0.041684918105602264, + 0.05149384215474129, + 0.07973047345876694, + 0.11120513081550598, + 0.07384636253118515, + 0.1254928708076477, + 0.15127727389335632 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.11292478442192078 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_2/index_tensor([1181, 1181])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_2/index_tensor([1181, 1181])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fedf7043c0b375f3f4db938dfa8e359f7699e2c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_2/index_tensor([1181, 1181])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.", + "seed": 27979, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_2/index_1181_seed_27979_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020375697501003744, + "vlm_logprob": -0.020375697501003744, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.020375697501003744, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018738742917776108 + ], + "opposite_logprob_tokens": [ + -4.018738746643066 + ], + "logprob_reward": -0.018738742917776108, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018738742917776108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11501271277666092, + 0.046889010816812515, + 0.030731523409485817, + 0.030474096536636353, + 0.029161015525460243, + 0.2236873060464859, + 0.16453340649604797, + 0.3065907657146454, + 0.03223446011543274, + 0.020685793831944466 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.018738742917776108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088193282485008 + ], + "opposite_logprob_tokens": [ + -4.141088008880615 + ], + "logprob_reward": -0.016088193282485008, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088193282485008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05072031542658806, + 0.15576514601707458, + 0.07328861951828003, + 0.01975947991013527, + 0.015491562895476818, + 0.47780537605285645, + 0.08176289498806, + 0.06904708594083786, + 0.011737304739654064, + 0.0446222648024559 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.016088193282485008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043062373995780945 + ], + "opposite_logprob_tokens": [ + -3.168062448501587 + ], + "logprob_reward": -0.043062373995780945, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043062373995780945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13957463204860687, + 0.08312961459159851, + 0.10552792996168137, + 0.08067602664232254, + 0.07019808143377304, + 0.24039964377880096, + 0.07871022820472717, + 0.12296922504901886, + 0.021804239600896835, + 0.05701039731502533 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.043062373995780945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205172657966614 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014205172657966614, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205172657966614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0889306366443634, + 0.02682027593255043, + 0.09464948624372482, + 0.023958072066307068, + 0.020118750631809235, + 0.42931944131851196, + 0.023049799725413322, + 0.04761919751763344, + 0.00988955982029438, + 0.23564481735229492 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.014205172657966614 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784004651010036 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784004651010036, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784004651010036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07053735107183456, + 0.040306493639945984, + 0.057101402431726456, + 0.03414017707109451, + 0.020389603450894356, + 0.2543141841888428, + 0.06069836765527725, + 0.3676961064338684, + 0.05168825760483742, + 0.04312808811664581 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.009784004651010036 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.", + "seed": 27980, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_2/index_1181_seed_27980_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030887570790946485, + "vlm_logprob": -0.030887570790946485, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.030887570790946485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038892798125743866 + ], + "opposite_logprob_tokens": [ + -3.2888927459716797 + ], + "logprob_reward": -0.038892798125743866, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038892798125743866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10954088717699051, + 0.06357678025960922, + 0.565913200378418, + 0.028376556932926178, + 0.010894550010561943, + 0.010256007313728333, + 0.0854470357298851, + 0.03222086280584335, + 0.017766160890460014, + 0.07600799202919006 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.038892798125743866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033736251294612885 + ], + "opposite_logprob_tokens": [ + -3.408736228942871 + ], + "logprob_reward": -0.033736251294612885, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033736251294612885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08104938268661499, + 0.2450859695672989, + 0.2401352822780609, + 0.046466950327157974, + 0.05369459465146065, + 0.03158789128065109, + 0.0720326229929924, + 0.025365199893712997, + 0.0724504217505455, + 0.1321316659450531 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.033736251294612885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543593533337116 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543593533337116, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543593533337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04466766491532326, + 0.04124839976429939, + 0.4886151850223541, + 0.01272420585155487, + 0.01406468078494072, + 0.01910422183573246, + 0.11126357316970825, + 0.01613052748143673, + 0.20225991308689117, + 0.04992162063717842 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.012543593533337116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048680100589990616 + ], + "opposite_logprob_tokens": [ + -3.048680067062378 + ], + "logprob_reward": -0.048680100589990616, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048680100589990616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04345022886991501, + 0.05746741592884064, + 0.6976610422134399, + 0.0595642551779747, + 0.027302244678139687, + 0.016624178737401962, + 0.018846049904823303, + 0.026001982390880585, + 0.013525229878723621, + 0.039557330310344696 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.048680100589990616 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585110411047935 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020585110411047935, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585110411047935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07664673775434494, + 0.0640793964266777, + 0.5043616890907288, + 0.0290090162307024, + 0.03850822150707245, + 0.0260454248636961, + 0.14395956695079803, + 0.024174587801098824, + 0.054582372307777405, + 0.038632988929748535 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.020585110411047935 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.", + "seed": 27981, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_2/index_1181_seed_27981_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014082693867385388, + "vlm_logprob": -0.014082693867385388, + "vlm_yes_no_margin": 4.299999952316284, + "vlm_token_credit": -0.014082693867385388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01881139539182186 + ], + "opposite_logprob_tokens": [ + -4.018811225891113 + ], + "logprob_reward": -0.01881139539182186, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01881139539182186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3793427348136902, + 0.20270588994026184, + 0.021441727876663208, + 0.11299102753400803, + 0.038723789155483246, + 0.11026351153850555, + 0.03885892778635025, + 0.018334707245230675, + 0.06470894813537598, + 0.012628714554011822 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01881139539182186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0098017118871212 + ], + "opposite_logprob_tokens": [ + -4.634801864624023 + ], + "logprob_reward": -0.0098017118871212, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0098017118871212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06620139628648758, + 0.32556265592575073, + 0.010384692810475826, + 0.02507236786186695, + 0.03171791136264801, + 0.4165373742580414, + 0.03672375902533531, + 0.011342203244566917, + 0.06025608256459236, + 0.01620156317949295 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.0098017118871212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183674663305283 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183674663305283, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183674663305283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06491996347904205, + 0.4162984788417816, + 0.031586162745952606, + 0.1673690378665924, + 0.04067045822739601, + 0.1090088039636612, + 0.05528327077627182, + 0.025130441412329674, + 0.06603933870792389, + 0.023694003000855446 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.018183674663305283 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541474774479866 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541474774479866, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541474774479866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3420085310935974, + 0.32166150212287903, + 0.08532008528709412, + 0.04495600238442421, + 0.02881160005927086, + 0.11093629151582718, + 0.024579735472798347, + 0.008583995513617992, + 0.018373699858784676, + 0.014768566004931927 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.012541474774479866 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075212620198727 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011075212620198727, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075212620198727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1571221947669983, + 0.29700571298599243, + 0.061268337070941925, + 0.08238410949707031, + 0.07678992301225662, + 0.06709654629230499, + 0.05948465317487717, + 0.06992948055267334, + 0.09549889713525772, + 0.03342008218169212 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.011075212620198727 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.", + "seed": 27982, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_2/index_1181_seed_27982_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02753205578774214, + "vlm_logprob": -0.02753205578774214, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.02753205578774214, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04384833946824074 + ], + "opposite_logprob_tokens": [ + -3.1688482761383057 + ], + "logprob_reward": -0.04384833946824074, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04384833946824074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28492340445518494, + 0.07102037966251373, + 0.07672250270843506, + 0.16476522386074066, + 0.040288276970386505, + 0.04842397943139076, + 0.07103296369314194, + 0.037039145827293396, + 0.05578037351369858, + 0.15000376105308533 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.04384833946824074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381472185254097 + ], + "opposite_logprob_tokens": [ + -3.288147211074829 + ], + "logprob_reward": -0.0381472185254097, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381472185254097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3754945397377014, + 0.031329307705163956, + 0.07895874232053757, + 0.10022076964378357, + 0.03785277158021927, + 0.14118172228336334, + 0.029007840901613235, + 0.12496742606163025, + 0.028692934662103653, + 0.052293919026851654 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0381472185254097 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802603647112846 + ], + "opposite_logprob_tokens": [ + -3.5298025608062744 + ], + "logprob_reward": -0.029802603647112846, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802603647112846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0951465517282486, + 0.03101583942770958, + 0.0835404321551323, + 0.06670532375574112, + 0.040174391120672226, + 0.17218130826950073, + 0.07246123999357224, + 0.29923954606056213, + 0.05278325080871582, + 0.08675212413072586 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.029802603647112846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076931729912758 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.016076931729912758, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076931729912758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20828542113304138, + 0.0760117843747139, + 0.08502526581287384, + 0.05623616278171539, + 0.13573387265205383, + 0.20312970876693726, + 0.09746355563402176, + 0.062068644911050797, + 0.017820419743657112, + 0.058225128799676895 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.016076931729912758 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a bare branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bark display a mosaic of dark grays and earthy browns with dark green lichen patches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny dormant buds with smooth, waxy, deep reddish-brown teardrop-shaped knobs visible on the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cool, diffuse light filtering through high treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera lazily drift along the branch with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785185568034649 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009785185568034649, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785185568034649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34850895404815674, + 0.03296706825494766, + 0.0472760833799839, + 0.12256325036287308, + 0.048228781670331955, + 0.12409493327140808, + 0.060144003480672836, + 0.037450920790433884, + 0.03864800184965134, + 0.14011800289154053 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.009785185568034649 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_3/index_tensor([2661, 2661])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_3/index_tensor([2661, 2661])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..002fa14ce5af617d21c90df96787dd0022e84882 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_3/index_tensor([2661, 2661])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "grand, slightly upward-looking, full-body tracking shot follows a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power.", + "seed": 10650, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_3/index_2661_seed_10650_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01783550940454006, + "vlm_logprob": -0.01783550940454006, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.01783550940454006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04351455718278885 + ], + "opposite_logprob_tokens": [ + -3.1685144901275635 + ], + "logprob_reward": -0.04351455718278885, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04351455718278885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21150252223014832, + 0.06592651456594467, + 0.11128602176904678, + 0.10463274270296097, + 0.030192403122782707, + 0.017438670620322227, + 0.03636283427476883, + 0.35565438866615295, + 0.03391839936375618, + 0.033085424453020096 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.04351455718278885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739386357367039 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739386357367039, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739386357367039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14040300250053406, + 0.1156664788722992, + 0.09503546357154846, + 0.08661747723817825, + 0.08046811819076538, + 0.068994902074337, + 0.07386208325624466, + 0.23732782900333405, + 0.05324261635541916, + 0.048381950706243515 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.006739386357367039 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263366736471653 + ], + "opposite_logprob_tokens": [ + -3.651336669921875 + ], + "logprob_reward": -0.0263366736471653, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263366736471653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14512059092521667, + 0.15293513238430023, + 0.11983826011419296, + 0.12097345292568207, + 0.059674132615327835, + 0.030284766107797623, + 0.06717154383659363, + 0.17012852430343628, + 0.0406726710498333, + 0.09320097416639328 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0263366736471653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028135497123003006 + ], + "opposite_logprob_tokens": [ + -5.877813339233398 + ], + "logprob_reward": -0.0028135497123003006, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028135497123003006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21346136927604675, + 0.06791433691978455, + 0.029986020177602768, + 0.07384282350540161, + 0.17395398020744324, + 0.1851266622543335, + 0.02928723581135273, + 0.0688098669052124, + 0.11912371963262558, + 0.03849394619464874 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0028135497123003006 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009773380123078823 + ], + "opposite_logprob_tokens": [ + -4.634773254394531 + ], + "logprob_reward": -0.009773380123078823, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009773380123078823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09976416081190109, + 0.24506685137748718, + 0.09265683591365814, + 0.09283465147018433, + 0.10145118087530136, + 0.0340573824942112, + 0.03798701986670494, + 0.10748671740293503, + 0.1250009983778, + 0.06369426846504211 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.009773380123078823 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "grand, slightly upward-looking, full-body tracking shot follows a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power.", + "seed": 10651, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_3/index_2661_seed_10651_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0554481266066432, + "vlm_logprob": -0.0554481266066432, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.0554481266066432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014816130511462688 + ], + "opposite_logprob_tokens": [ + -4.2648162841796875 + ], + "logprob_reward": -0.014816130511462688, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014816130511462688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08689036965370178, + 0.0739821270108223, + 0.20607414841651917, + 0.0342315174639225, + 0.03255128115415573, + 0.02074119634926319, + 0.02633119747042656, + 0.03132561221718788, + 0.08278343081474304, + 0.4050891101360321 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.014816130511462688 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082758195698261 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082758195698261, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082758195698261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1435181349515915, + 0.1575862467288971, + 0.16442197561264038, + 0.08631902933120728, + 0.05364556238055229, + 0.026145486161112785, + 0.03924696147441864, + 0.05093655735254288, + 0.06751017272472382, + 0.2106698751449585 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.011082758195698261 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305985942482948 + ], + "opposite_logprob_tokens": [ + -3.168059825897217 + ], + "logprob_reward": -0.04305985942482948, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305985942482948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2905932366847992, + 0.17430351674556732, + 0.143900066614151, + 0.08009923249483109, + 0.042021919041872025, + 0.04388628154993057, + 0.033911217004060745, + 0.03670820593833923, + 0.08245140314102173, + 0.0721248984336853 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04305985942482948 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154723525047302 + ], + "opposite_logprob_tokens": [ + -1.7015472650527954 + ], + "logprob_reward": -0.20154723525047302, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154723525047302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08515895158052444, + 0.3912816047668457, + 0.20997676253318787, + 0.07688330113887787, + 0.017949596047401428, + 0.02041909284889698, + 0.07957353442907333, + 0.02189701795578003, + 0.016499556601047516, + 0.08036057651042938 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.20154723525047302 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734649650752544 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734649650752544, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734649650752544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2046174257993698, + 0.3298310935497284, + 0.1235828548669815, + 0.06074565276503563, + 0.032267872244119644, + 0.06331246346235275, + 0.0550556406378746, + 0.0572841577231884, + 0.03786483034491539, + 0.03543800115585327 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.006734649650752544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "grand, slightly upward-looking, full-body tracking shot follows a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power.", + "seed": 10652, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_3/index_2661_seed_10652_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022198069654405118, + "vlm_logprob": -0.022198069654405118, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.022198069654405118, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021278195083141327 + ], + "opposite_logprob_tokens": [ + -3.896278142929077 + ], + "logprob_reward": -0.021278195083141327, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021278195083141327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13981473445892334, + 0.049342311918735504, + 0.05999557301402092, + 0.05515563115477562, + 0.055135566741228104, + 0.024889986962080002, + 0.11351607739925385, + 0.1003175601363182, + 0.2872515618801117, + 0.11458098143339157 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.021278195083141327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082286946475506 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082286946475506, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082286946475506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14032810926437378, + 0.15384158492088318, + 0.05887802690267563, + 0.04682287573814392, + 0.07219481468200684, + 0.020895428955554962, + 0.06282471865415573, + 0.14689576625823975, + 0.16779522597789764, + 0.12952342629432678 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.011082286946475506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494843050837517 + ], + "opposite_logprob_tokens": [ + -2.929948329925537 + ], + "logprob_reward": -0.05494843050837517, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494843050837517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15751062333583832, + 0.0953420028090477, + 0.043884873390197754, + 0.09265246242284775, + 0.03113764524459839, + 0.06333683431148529, + 0.09696537256240845, + 0.09045419096946716, + 0.2073928862810135, + 0.1213231161236763 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.05494843050837517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016057809814810753 + ], + "opposite_logprob_tokens": [ + -4.141057968139648 + ], + "logprob_reward": -0.016057809814810753, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016057809814810753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07097965478897095, + 0.0491337850689888, + 0.07563658058643341, + 0.04504489526152611, + 0.0658419281244278, + 0.0324254035949707, + 0.07683105021715164, + 0.021997064352035522, + 0.4957733452320099, + 0.06633631139993668 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.016057809814810753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623625919222832 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.007623625919222832, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623625919222832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30222052335739136, + 0.07637625187635422, + 0.05203106999397278, + 0.09565717726945877, + 0.06722189486026764, + 0.04351431876420975, + 0.04843875393271446, + 0.07926645129919052, + 0.18442213535308838, + 0.050851430743932724 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.007623625919222832 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "grand, slightly upward-looking, full-body tracking shot follows a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power.", + "seed": 10653, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_3/index_2661_seed_10653_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015708650182932615, + "vlm_logprob": -0.015708650182932615, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.015708650182932615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01296824961900711 + ], + "opposite_logprob_tokens": [ + -4.387968063354492 + ], + "logprob_reward": -0.01296824961900711, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01296824961900711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15027393400669098, + 0.18121181428432465, + 0.03526481240987778, + 0.25485318899154663, + 0.06124579906463623, + 0.02576376311480999, + 0.028210828080773354, + 0.1831185519695282, + 0.043621137738227844, + 0.036436229944229126 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.01296824961900711 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645249530673027 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008645249530673027, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645249530673027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16643142700195312, + 0.10301350802183151, + 0.04028990864753723, + 0.185652956366539, + 0.13888360559940338, + 0.11762073636054993, + 0.026956910267472267, + 0.12901027500629425, + 0.04421792924404144, + 0.047922831028699875 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.008645249530673027 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305129498243332 + ], + "opposite_logprob_tokens": [ + -3.168051242828369 + ], + "logprob_reward": -0.04305129498243332, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305129498243332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11993265897035599, + 0.20668162405490875, + 0.023737948387861252, + 0.18621590733528137, + 0.18785829842090607, + 0.027909785509109497, + 0.029896797612309456, + 0.1126803532242775, + 0.04650284722447395, + 0.058583758771419525 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.04305129498243332 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246798042207956 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246798042207956, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246798042207956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0563594214618206, + 0.3055940270423889, + 0.13712535798549652, + 0.05290699750185013, + 0.041834939271211624, + 0.25159820914268494, + 0.022170783951878548, + 0.07510349154472351, + 0.025015421211719513, + 0.032291311770677567 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.005246798042207956 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an oriental dragon with a slender, sinuous body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales golden and its belly creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have a head with imposing antlers and blazing amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon soaring above a boundless sea of clouds with a deep blue sky background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly upward-looking and tracking the dragon's full body?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631658740341663 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.008631658740341663, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631658740341663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09169216454029083, + 0.19080482423305511, + 0.059400323778390884, + 0.13966450095176697, + 0.29433539509773254, + 0.049524493515491486, + 0.023178433999419212, + 0.05736006423830986, + 0.058630283921957016, + 0.03540949150919914 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.008631658740341663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_4/index_tensor([8926, 8926])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_4/index_tensor([8926, 8926])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..23661d1c985035c8a9ee6cca1d33e3e57adead29 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_4/index_tensor([8926, 8926])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "drone shot, shot from directly above, descends slowly and steadily, its trajectory precisely focused on a thousand-year-old pine tree perched atop a mountain ridge. Initially, it appears as a dome of dark green, shrouded in swirling morning mist. As the camera approaches through the mist, the pine's immensely thick branches begin to reveal astonishing detail: rather than growing straight, they extend in all directions, twisting, entwining, and intertwining with a powerful force. Its dark brown, cracked bark, rough as dragon scales, resembles the arms of giants engaged in a fierce struggle, imbued with dynamic tension. Soft, slanting morning sunlight penetrates the mist, casting dappled shadows among the dark green pine needles. Dewdrops condensed on the leaves shimmer in the light. The camera descends further, almost burying itself in the center of the intertwined branches. Below, a thick carpet of reddish-brown pine needles lies. The entire scene is bathed in a cold yet warm hue, creating a sense of solemnity and tranquility imbued with primordial vitality.", + "seed": 23317, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_4/index_8926_seed_23317_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4544559955596924, + "vlm_logprob": -0.4544559955596924, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.4544559955596924, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.019137382507324 + ], + "opposite_logprob_tokens": [ + -0.14413726329803467 + ], + "logprob_reward": -2.019137382507324, + "yes_no_margin_reward": -1.8750001192092896, + "token_credit_reward": -2.019137382507324, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06110744923353195, + 0.08998967707157135, + 0.03947770595550537, + 0.06753885000944138, + 0.03636278584599495, + 0.021701868623495102, + 0.05194175988435745, + 0.5055018663406372, + 0.03174811229109764, + 0.09462995827198029 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -2.019137382507324 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048761848360300064 + ], + "opposite_logprob_tokens": [ + -3.0487618446350098 + ], + "logprob_reward": -0.048761848360300064, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048761848360300064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06221150979399681, + 0.09636866301298141, + 0.0372808538377285, + 0.04245578870177269, + 0.08031346648931503, + 0.025705449283123016, + 0.039558254182338715, + 0.3747835159301758, + 0.06660991907119751, + 0.17471259832382202 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.048761848360300064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14294946193695068 + ], + "opposite_logprob_tokens": [ + -2.0179495811462402 + ], + "logprob_reward": -0.14294946193695068, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14294946193695068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1452115923166275, + 0.13885076344013214, + 0.035289913415908813, + 0.08354116231203079, + 0.026626693084836006, + 0.029668329283595085, + 0.21952329576015472, + 0.09325483441352844, + 0.020276565104722977, + 0.20775680243968964 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.14294946193695068 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331998571753502 + ], + "opposite_logprob_tokens": [ + -3.773319959640503 + ], + "logprob_reward": -0.02331998571753502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331998571753502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05160994082689285, + 0.1380736231803894, + 0.08472917973995209, + 0.05410083010792732, + 0.042478129267692566, + 0.04657122865319252, + 0.31697243452072144, + 0.1397557258605957, + 0.034825269132852554, + 0.09088366478681564 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.02331998571753502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811129927635193 + ], + "opposite_logprob_tokens": [ + -3.2881112098693848 + ], + "logprob_reward": -0.03811129927635193, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811129927635193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3600100874900818, + 0.13927946984767914, + 0.03426990285515785, + 0.04214651137590408, + 0.033243972808122635, + 0.025158431380987167, + 0.1298111081123352, + 0.1311320960521698, + 0.04143103212118149, + 0.06351742893457413 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03811129927635193 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, shot from directly above, descends slowly and steadily, its trajectory precisely focused on a thousand-year-old pine tree perched atop a mountain ridge. Initially, it appears as a dome of dark green, shrouded in swirling morning mist. As the camera approaches through the mist, the pine's immensely thick branches begin to reveal astonishing detail: rather than growing straight, they extend in all directions, twisting, entwining, and intertwining with a powerful force. Its dark brown, cracked bark, rough as dragon scales, resembles the arms of giants engaged in a fierce struggle, imbued with dynamic tension. Soft, slanting morning sunlight penetrates the mist, casting dappled shadows among the dark green pine needles. Dewdrops condensed on the leaves shimmer in the light. The camera descends further, almost burying itself in the center of the intertwined branches. Below, a thick carpet of reddish-brown pine needles lies. The entire scene is bathed in a cold yet warm hue, creating a sense of solemnity and tranquility imbued with primordial vitality.", + "seed": 23318, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_4/index_8926_seed_23318_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5434365920722485, + "vlm_logprob": -0.5434365920722485, + "vlm_yes_no_margin": 1.6, + "vlm_token_credit": -0.5434365920722485, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.3515591621398926 + ], + "opposite_logprob_tokens": [ + -0.10155919939279556 + ], + "logprob_reward": -2.3515591621398926, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.3515591621398926, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.028488921001553535, + 0.2646480202674866, + 0.05064374580979347, + 0.07426698505878448, + 0.05413825064897537, + 0.04412883520126343, + 0.030406460165977478, + 0.2737075090408325, + 0.12033990025520325, + 0.059231363236904144 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -2.3515591621398926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07015485316514969 + ], + "opposite_logprob_tokens": [ + -2.695154905319214 + ], + "logprob_reward": -0.07015485316514969, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07015485316514969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04523230344057083, + 0.11606481671333313, + 0.034194622188806534, + 0.05615854263305664, + 0.038297321647405624, + 0.08215723186731339, + 0.08749394863843918, + 0.42120176553726196, + 0.07509037852287292, + 0.04410906136035919 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.07015485316514969 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18000665307044983 + ], + "opposite_logprob_tokens": [ + -1.8050066232681274 + ], + "logprob_reward": -0.18000665307044983, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18000665307044983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019121669232845306, + 0.04573020339012146, + 0.05107184872031212, + 0.10238708555698395, + 0.07757292687892914, + 0.048029765486717224, + 0.033546168357133865, + 0.3520691990852356, + 0.09021992236375809, + 0.18025124073028564 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.18000665307044983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026390548795461655 + ], + "opposite_logprob_tokens": [ + -3.651390552520752 + ], + "logprob_reward": -0.026390548795461655, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026390548795461655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03275405615568161, + 0.3249272406101227, + 0.11232863366603851, + 0.07246065139770508, + 0.046509966254234314, + 0.2468179166316986, + 0.014123140834271908, + 0.06508921831846237, + 0.027102379128336906, + 0.05788678303360939 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.026390548795461655 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907174319028854 + ], + "opposite_logprob_tokens": [ + -2.464071750640869 + ], + "logprob_reward": -0.08907174319028854, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907174319028854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08943372964859009, + 0.2360590249300003, + 0.03154613450169563, + 0.14361746609210968, + 0.09113030880689621, + 0.21029438078403473, + 0.02884216606616974, + 0.05803411081433296, + 0.05875546112656593, + 0.05228714272379875 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.08907174319028854 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, shot from directly above, descends slowly and steadily, its trajectory precisely focused on a thousand-year-old pine tree perched atop a mountain ridge. Initially, it appears as a dome of dark green, shrouded in swirling morning mist. As the camera approaches through the mist, the pine's immensely thick branches begin to reveal astonishing detail: rather than growing straight, they extend in all directions, twisting, entwining, and intertwining with a powerful force. Its dark brown, cracked bark, rough as dragon scales, resembles the arms of giants engaged in a fierce struggle, imbued with dynamic tension. Soft, slanting morning sunlight penetrates the mist, casting dappled shadows among the dark green pine needles. Dewdrops condensed on the leaves shimmer in the light. The camera descends further, almost burying itself in the center of the intertwined branches. Below, a thick carpet of reddish-brown pine needles lies. The entire scene is bathed in a cold yet warm hue, creating a sense of solemnity and tranquility imbued with primordial vitality.", + "seed": 23319, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_4/index_8926_seed_23319_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5995506137609482, + "vlm_logprob": -0.5995506137609482, + "vlm_yes_no_margin": 1.724999976158142, + "vlm_token_credit": -0.5995506137609482, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.6960926055908203 + ], + "opposite_logprob_tokens": [ + -0.07109248638153076 + ], + "logprob_reward": -2.6960926055908203, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.6960926055908203, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10862849652767181, + 0.03580209240317345, + 0.06164433807134628, + 0.03374386206269264, + 0.03928545117378235, + 0.05302967503666878, + 0.07593737542629242, + 0.043360549956560135, + 0.46618837118148804, + 0.0823797658085823 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -2.6960926055908203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11316082626581192 + ], + "opposite_logprob_tokens": [ + -2.2381608486175537 + ], + "logprob_reward": -0.11316082626581192, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11316082626581192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14047636091709137, + 0.03900236636400223, + 0.07111751288175583, + 0.08505898714065552, + 0.03499027341604233, + 0.038311704993247986, + 0.058983031660318375, + 0.062224045395851135, + 0.43771862983703613, + 0.03211703523993492 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.11316082626581192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1271718293428421 + ], + "opposite_logprob_tokens": [ + -2.127171754837036 + ], + "logprob_reward": -0.1271718293428421, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1271718293428421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19078755378723145, + 0.05545264855027199, + 0.06581643968820572, + 0.27405253052711487, + 0.0886165052652359, + 0.04236656054854393, + 0.045847028493881226, + 0.028554720804095268, + 0.11162784695625305, + 0.09687817096710205 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.1271718293428421 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018230382353067398 + ], + "opposite_logprob_tokens": [ + -4.018230438232422 + ], + "logprob_reward": -0.018230382353067398, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018230382353067398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10887489467859268, + 0.06711853295564651, + 0.17696209251880646, + 0.20445843040943146, + 0.11207598447799683, + 0.09759948402643204, + 0.09424357861280441, + 0.051086798310279846, + 0.06402058899402618, + 0.023559629917144775 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.018230382353067398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309742525219917 + ], + "opposite_logprob_tokens": [ + -3.168097496032715 + ], + "logprob_reward": -0.04309742525219917, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309742525219917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17266875505447388, + 0.0646841749548912, + 0.07170744985342026, + 0.13122746348381042, + 0.024575984105467796, + 0.08874164521694183, + 0.0908280536532402, + 0.04249236360192299, + 0.2829614579677582, + 0.03011271171271801 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.04309742525219917 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, shot from directly above, descends slowly and steadily, its trajectory precisely focused on a thousand-year-old pine tree perched atop a mountain ridge. Initially, it appears as a dome of dark green, shrouded in swirling morning mist. As the camera approaches through the mist, the pine's immensely thick branches begin to reveal astonishing detail: rather than growing straight, they extend in all directions, twisting, entwining, and intertwining with a powerful force. Its dark brown, cracked bark, rough as dragon scales, resembles the arms of giants engaged in a fierce struggle, imbued with dynamic tension. Soft, slanting morning sunlight penetrates the mist, casting dappled shadows among the dark green pine needles. Dewdrops condensed on the leaves shimmer in the light. The camera descends further, almost burying itself in the center of the intertwined branches. Below, a thick carpet of reddish-brown pine needles lies. The entire scene is bathed in a cold yet warm hue, creating a sense of solemnity and tranquility imbued with primordial vitality.", + "seed": 23320, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_4/index_8926_seed_23320_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.6031133130192756, + "vlm_logprob": -0.6031133130192756, + "vlm_yes_no_margin": 1.5749999761581421, + "vlm_token_credit": -0.6031133130192756, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.695960760116577 + ], + "opposite_logprob_tokens": [ + -0.07096079736948013 + ], + "logprob_reward": -2.695960760116577, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.695960760116577, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1560496687889099, + 0.2516613006591797, + 0.05953768640756607, + 0.0436507947742939, + 0.08625183254480362, + 0.07232861965894699, + 0.060498178005218506, + 0.0493374802172184, + 0.0757584422826767, + 0.14492599666118622 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -2.695960760116577 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10050763189792633 + ], + "opposite_logprob_tokens": [ + -2.3505077362060547 + ], + "logprob_reward": -0.10050763189792633, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10050763189792633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06002076342701912, + 0.056190647184848785, + 0.031746603548526764, + 0.03288574516773224, + 0.05613591521978378, + 0.039002373814582825, + 0.524554967880249, + 0.09162638336420059, + 0.01723642274737358, + 0.09060022979974747 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.10050763189792633 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12716469168663025 + ], + "opposite_logprob_tokens": [ + -2.127164602279663 + ], + "logprob_reward": -0.12716469168663025, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12716469168663025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0734892264008522, + 0.030881498008966446, + 0.023884113878011703, + 0.017804037779569626, + 0.10484138876199722, + 0.07191875576972961, + 0.2656917870044708, + 0.05496751889586449, + 0.07393039017915726, + 0.2825912833213806 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.12716469168663025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02985629066824913 + ], + "opposite_logprob_tokens": [ + -3.5298562049865723 + ], + "logprob_reward": -0.02985629066824913, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02985629066824913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1256626695394516, + 0.08590371906757355, + 0.05173885449767113, + 0.058181051164865494, + 0.03888658061623573, + 0.12570025026798248, + 0.0749451145529747, + 0.17538689076900482, + 0.0915025994181633, + 0.17209230363368988 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.02985629066824913 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera descend slowly and steadily towards the pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pine tree located atop a mountain ridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the pine branches thick, twisted, and intertwined in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in swirling morning mist with slanting sunlight casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207719072699547 + ], + "opposite_logprob_tokens": [ + -2.812077283859253 + ], + "logprob_reward": -0.06207719072699547, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207719072699547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2032388597726822, + 0.10976257920265198, + 0.04950990155339241, + 0.034536588937044144, + 0.046647388488054276, + 0.20072676241397858, + 0.10074619948863983, + 0.09197594225406647, + 0.09314218908548355, + 0.06971360743045807 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.06207719072699547 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_5/index_tensor([2694, 2694])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_5/index_tensor([2694, 2694])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fdfb7d39db4dce6e907a78ef201e4d9a21dc20c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_5/index_tensor([2694, 2694])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.", + "seed": 21386, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_5/index_2694_seed_21386_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.25801566131412984, + "vlm_logprob": -0.25801566131412984, + "vlm_yes_no_margin": 1.9, + "vlm_token_credit": -0.25801566131412984, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15193365514278412 + ], + "opposite_logprob_tokens": [ + -2.0269336700439453 + ], + "logprob_reward": -0.15193365514278412, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15193365514278412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24868996441364288, + 0.16915902495384216, + 0.21203897893428802, + 0.15174546837806702, + 0.08425489068031311, + 0.0581788644194603, + 0.0183752179145813, + 0.01719999872148037, + 0.017809264361858368, + 0.02254832722246647 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.15193365514278412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11300837248563766 + ], + "opposite_logprob_tokens": [ + -2.2380082607269287 + ], + "logprob_reward": -0.11300837248563766, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11300837248563766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1833263784646988, + 0.14374029636383057, + 0.5109454989433289, + 0.0774097740650177, + 0.02935970574617386, + 0.011711847968399525, + 0.00982794538140297, + 0.007845170795917511, + 0.006145736668258905, + 0.0196877121925354 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.11300837248563766 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8984155654907227 + ], + "opposite_logprob_tokens": [ + -0.5234155654907227 + ], + "logprob_reward": -0.8984155654907227, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8984155654907227, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24353525042533875, + 0.10505165159702301, + 0.21266409754753113, + 0.12612436711788177, + 0.11842568218708038, + 0.1486196368932724, + 0.014858193695545197, + 0.008605835027992725, + 0.010729318484663963, + 0.01138598658144474 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.8984155654907227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035884380340576 + ], + "opposite_logprob_tokens": [ + -2.3503589630126953 + ], + "logprob_reward": -0.10035884380340576, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035884380340576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29804715514183044, + 0.2040601521730423, + 0.196793794631958, + 0.09391412883996964, + 0.04070337489247322, + 0.08953595161437988, + 0.022784564644098282, + 0.012645452283322811, + 0.020196182653307915, + 0.02131929248571396 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.10035884380340576 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361869648098946 + ], + "opposite_logprob_tokens": [ + -3.6513619422912598 + ], + "logprob_reward": -0.026361869648098946, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361869648098946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20995157957077026, + 0.0620909109711647, + 0.5284611582756042, + 0.034702662378549576, + 0.025010807439684868, + 0.018958380445837975, + 0.02490961365401745, + 0.04402711242437363, + 0.04141548275947571, + 0.010472288355231285 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.026361869648098946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.", + "seed": 21387, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_5/index_2694_seed_21387_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2944010585546494, + "vlm_logprob": -0.2944010585546494, + "vlm_yes_no_margin": 1.749999964237213, + "vlm_token_credit": -0.2944010585546494, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7594996094703674 + ], + "opposite_logprob_tokens": [ + -0.6344996094703674 + ], + "logprob_reward": -0.7594996094703674, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7594996094703674, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.37802737951278687, + 0.06185237690806389, + 0.06219245865941048, + 0.020915471017360687, + 0.07398529350757599, + 0.08392292261123657, + 0.08496812731027603, + 0.1489563286304474, + 0.02681160531938076, + 0.05836810916662216 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.7594996094703674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713711500167847 + ], + "opposite_logprob_tokens": [ + -1.1371371746063232 + ], + "logprob_reward": -0.38713711500167847, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38713711500167847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08337683975696564, + 0.19399799406528473, + 0.03857414796948433, + 0.0603594072163105, + 0.1779741793870926, + 0.057785019278526306, + 0.04295150935649872, + 0.2450343817472458, + 0.033905185759067535, + 0.06604137271642685 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.38713711500167847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25219762325286865 + ], + "opposite_logprob_tokens": [ + -1.5021976232528687 + ], + "logprob_reward": -0.25219762325286865, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25219762325286865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29334357380867004, + 0.12103504687547684, + 0.0789666548371315, + 0.05274365469813347, + 0.04674167558550835, + 0.08308233320713043, + 0.06953439861536026, + 0.06822430342435837, + 0.10067681968212128, + 0.08565157651901245 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.25219762325286865 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018206268548965454 + ], + "opposite_logprob_tokens": [ + -4.0182061195373535 + ], + "logprob_reward": -0.018206268548965454, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018206268548965454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5085849761962891, + 0.07147414237260818, + 0.0443020798265934, + 0.03179553896188736, + 0.07948584854602814, + 0.0720001757144928, + 0.04065581411123276, + 0.06688079237937927, + 0.030744170770049095, + 0.05407639965415001 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.018206268548965454 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496467649936676 + ], + "opposite_logprob_tokens": [ + -2.929964780807495 + ], + "logprob_reward": -0.05496467649936676, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496467649936676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36303606629371643, + 0.051373787224292755, + 0.092653289437294, + 0.11535866558551788, + 0.06033467873930931, + 0.0503421351313591, + 0.05400398373603821, + 0.043551914393901825, + 0.03915795311331749, + 0.13018743693828583 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.05496467649936676 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.", + "seed": 21388, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_5/index_2694_seed_21388_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2604403644800186, + "vlm_logprob": -0.2604403644800186, + "vlm_yes_no_margin": 1.875, + "vlm_token_credit": -0.2604403644800186, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7608504295349121 + ], + "opposite_logprob_tokens": [ + -0.6358504295349121 + ], + "logprob_reward": -0.7608504295349121, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7608504295349121, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08873654156923294, + 0.012014675885438919, + 0.01652764156460762, + 0.05588436871767044, + 0.12047525495290756, + 0.3988862931728363, + 0.23206712305545807, + 0.02876584231853485, + 0.0389958880841732, + 0.007646431680768728 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.7608504295349121 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042110323905945 + ], + "opposite_logprob_tokens": [ + -1.9104211330413818 + ], + "logprob_reward": -0.16042110323905945, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042110323905945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23636455833911896, + 0.050403911620378494, + 0.029957516118884087, + 0.17541299760341644, + 0.1225266233086586, + 0.11819223314523697, + 0.09069795906543732, + 0.06464599817991257, + 0.06752961128950119, + 0.04426862299442291 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.16042110323905945 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373544290661812 + ], + "opposite_logprob_tokens": [ + -3.408735513687134 + ], + "logprob_reward": -0.03373544290661812, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373544290661812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0928691104054451, + 0.18922170996665955, + 0.03531363978981972, + 0.4793919324874878, + 0.030078446492552757, + 0.1195305585861206, + 0.009799443185329437, + 0.010238590650260448, + 0.014910767786204815, + 0.018645798787474632 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.03373544290661812 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134874105453491 + ], + "opposite_logprob_tokens": [ + -1.3134874105453491 + ], + "logprob_reward": -0.3134874105453491, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134874105453491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08545191586017609, + 0.0390680730342865, + 0.09856168180704117, + 0.1224619522690773, + 0.08361399918794632, + 0.22827860713005066, + 0.2007409930229187, + 0.03872288390994072, + 0.07352449744939804, + 0.02957533486187458 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.3134874105453491 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370743617415428 + ], + "opposite_logprob_tokens": [ + -3.4087073802948 + ], + "logprob_reward": -0.03370743617415428, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370743617415428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04221707582473755, + 0.016305405646562576, + 0.016404002904891968, + 0.037009336054325104, + 0.07923194766044617, + 0.26599836349487305, + 0.5128886699676514, + 0.009964093565940857, + 0.011145689524710178, + 0.008835377171635628 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.03370743617415428 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.", + "seed": 21389, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_5/index_2694_seed_21389_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05848998874425888, + "vlm_logprob": -0.05848998874425888, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.05848998874425888, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10757853835821152 + ], + "opposite_logprob_tokens": [ + -2.3575785160064697 + ], + "logprob_reward": -0.10757853835821152, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10757853835821152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15978452563285828, + 0.05585046857595444, + 0.11033402383327484, + 0.1417471021413803, + 0.14133162796497345, + 0.05827542394399643, + 0.0656876489520073, + 0.07239781320095062, + 0.14615574479103088, + 0.04843554273247719 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.10757853835821152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310770332813263 + ], + "opposite_logprob_tokens": [ + -3.168107748031616 + ], + "logprob_reward": -0.04310770332813263, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310770332813263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1657610535621643, + 0.07964885979890823, + 0.37457185983657837, + 0.11724618822336197, + 0.03586569055914879, + 0.03520492836833, + 0.025063470005989075, + 0.05018449202179909, + 0.07286941260099411, + 0.04358406737446785 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.04310770332813263 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813975676894188 + ], + "opposite_logprob_tokens": [ + -3.288139820098877 + ], + "logprob_reward": -0.03813975676894188, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813975676894188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29725971817970276, + 0.18007920682430267, + 0.07597998529672623, + 0.07867682725191116, + 0.17072078585624695, + 0.04121345281600952, + 0.03135557100176811, + 0.04367594048380852, + 0.04977098107337952, + 0.03126748278737068 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03813975676894188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486685186624527 + ], + "opposite_logprob_tokens": [ + -3.048668622970581 + ], + "logprob_reward": -0.0486685186624527, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486685186624527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15815451741218567, + 0.08011230826377869, + 0.05287577211856842, + 0.043324053287506104, + 0.0725511908531189, + 0.08805926144123077, + 0.08630392700433731, + 0.11758100241422653, + 0.2622118890285492, + 0.0388261042535305 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0486685186624527 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a shallow, irregularly shaped puddle of clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puddle located on the rough, grainy surface of a dark asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water surface show a dazzling silver shimmer caused by intense, direct midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle visibly shrink, recede, and break into smaller beads of moisture that disappear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and static throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495542660355568 + ], + "opposite_logprob_tokens": [ + -2.92995548248291 + ], + "logprob_reward": -0.05495542660355568, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495542660355568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1670846790075302, + 0.07942213118076324, + 0.05293095111846924, + 0.0443718396127224, + 0.04392680898308754, + 0.03509671241044998, + 0.13491646945476532, + 0.11654943227767944, + 0.24470408260822296, + 0.08099687099456787 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.05495542660355568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_6/index_tensor([6661, 6661])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_6/index_tensor([6661, 6661])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..42246feec268935a0c7c83fc6dd532918d8ad2ad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_6/index_tensor([6661, 6661])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static shot, shot from an upward angle, focuses squarely on a lone, ancient pine tree, tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in profound, high-contrast black and white. The tree, weathered and ravaged, its twisted trunk resembles weathered tendons. Its rough bark is riddled with deep, knife-like cracks. The stark contrast between light and dark reveals the pale wood grain where it has peeled away. Its frost-worn branches stretch in a painful gesture toward a sky swirling with dark clouds. Sparse pine needles cling to the wind, while its thick roots cling to the exposed rock like desperate claws. Under the fierce force of the invisible wind, the tree sways and bends violently in a silent and agonizing struggle. Each violent sway seems a stubborn struggle against a vast, irresistible force, creating an atmosphere imbued with dramatic tension, loneliness, and poignant poignancy, like a dynamic ink painting depicting the eternal struggle between life and nature.", + "seed": 27841, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_6/index_6661_seed_27841_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1340993459802121, + "vlm_logprob": -0.1340993459802121, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.1340993459802121, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34901317954063416 + ], + "opposite_logprob_tokens": [ + -1.2240132093429565 + ], + "logprob_reward": -0.34901317954063416, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34901317954063416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23777905106544495, + 0.0584268756210804, + 0.0830085501074791, + 0.028121987357735634, + 0.10169941931962967, + 0.142015278339386, + 0.06675355136394501, + 0.04295727610588074, + 0.18234564363956451, + 0.056892409920692444 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.34901317954063416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036305959802120924 + ], + "opposite_logprob_tokens": [ + -5.628630638122559 + ], + "logprob_reward": -0.0036305959802120924, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036305959802120924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37831565737724304, + 0.07494711130857468, + 0.08184700459241867, + 0.02034616656601429, + 0.08115440607070923, + 0.05263238027691841, + 0.05657803267240524, + 0.09422775357961655, + 0.106255441904068, + 0.05369602516293526 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0036305959802120924 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028211576864123344 + ], + "opposite_logprob_tokens": [ + -5.87782096862793 + ], + "logprob_reward": -0.0028211576864123344, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028211576864123344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3700099587440491, + 0.0979180857539177, + 0.12864777445793152, + 0.058806490153074265, + 0.08172637224197388, + 0.04799014702439308, + 0.02899079956114292, + 0.04515167698264122, + 0.08920267224311829, + 0.051556024700403214 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0028211576864123344 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132620453834534 + ], + "opposite_logprob_tokens": [ + -1.406326174736023 + ], + "logprob_reward": -0.28132620453834534, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132620453834534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22788548469543457, + 0.2354796975851059, + 0.08731686323881149, + 0.04348897561430931, + 0.06229554861783981, + 0.053426314145326614, + 0.10802014172077179, + 0.03801484405994415, + 0.09281176328659058, + 0.051260340958833694 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.28132620453834534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370559215545654 + ], + "opposite_logprob_tokens": [ + -3.408705711364746 + ], + "logprob_reward": -0.03370559215545654, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370559215545654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12107571214437485, + 0.07904305309057236, + 0.10653288662433624, + 0.03527851402759552, + 0.045677244663238525, + 0.06276574730873108, + 0.10318286716938019, + 0.25915464758872986, + 0.09712705761194229, + 0.09016226977109909 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.03370559215545654 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from an upward angle, focuses squarely on a lone, ancient pine tree, tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in profound, high-contrast black and white. The tree, weathered and ravaged, its twisted trunk resembles weathered tendons. Its rough bark is riddled with deep, knife-like cracks. The stark contrast between light and dark reveals the pale wood grain where it has peeled away. Its frost-worn branches stretch in a painful gesture toward a sky swirling with dark clouds. Sparse pine needles cling to the wind, while its thick roots cling to the exposed rock like desperate claws. Under the fierce force of the invisible wind, the tree sways and bends violently in a silent and agonizing struggle. Each violent sway seems a stubborn struggle against a vast, irresistible force, creating an atmosphere imbued with dramatic tension, loneliness, and poignant poignancy, like a dynamic ink painting depicting the eternal struggle between life and nature.", + "seed": 27842, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_6/index_6661_seed_27842_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05655427402816713, + "vlm_logprob": -0.05655427402816713, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05655427402816713, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04386214539408684 + ], + "opposite_logprob_tokens": [ + -3.1688621044158936 + ], + "logprob_reward": -0.04386214539408684, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04386214539408684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1777331382036209, + 0.3942570388317108, + 0.07197034358978271, + 0.08058713376522064, + 0.08122383803129196, + 0.04862172529101372, + 0.029440348967909813, + 0.02533039264380932, + 0.032488998025655746, + 0.058346960693597794 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.04386214539408684 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212341979146004 + ], + "opposite_logprob_tokens": [ + -4.264212131500244 + ], + "logprob_reward": -0.014212341979146004, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212341979146004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08492820709943771, + 0.05663119629025459, + 0.07795341312885284, + 0.025095108896493912, + 0.07835391163825989, + 0.04337434098124504, + 0.04475695267319679, + 0.04955412819981575, + 0.031819261610507965, + 0.5075335502624512 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.014212341979146004 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001716808183118701 + ], + "opposite_logprob_tokens": [ + -6.376716613769531 + ], + "logprob_reward": -0.001716808183118701, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001716808183118701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1870662271976471, + 0.17323794960975647, + 0.10864968597888947, + 0.055297959595918655, + 0.05304490029811859, + 0.10270306468009949, + 0.06717310845851898, + 0.09020388126373291, + 0.020510435104370117, + 0.14211277663707733 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.001716808183118701 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990708351135254 + ], + "opposite_logprob_tokens": [ + -1.8049070835113525 + ], + "logprob_reward": -0.17990708351135254, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990708351135254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24786408245563507, + 0.19415077567100525, + 0.04623197019100189, + 0.19294781982898712, + 0.051193322986364365, + 0.07284806668758392, + 0.04883823171257973, + 0.042059291154146194, + 0.055146872997283936, + 0.04871956259012222 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.17990708351135254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307299107313156 + ], + "opposite_logprob_tokens": [ + -3.1680729389190674 + ], + "logprob_reward": -0.04307299107313156, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307299107313156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14373908936977386, + 0.11815831065177917, + 0.12284277379512787, + 0.0816672146320343, + 0.18751199543476105, + 0.03631773591041565, + 0.09576353430747986, + 0.039365921169519424, + 0.04291115328669548, + 0.13172228634357452 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.04307299107313156 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from an upward angle, focuses squarely on a lone, ancient pine tree, tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in profound, high-contrast black and white. The tree, weathered and ravaged, its twisted trunk resembles weathered tendons. Its rough bark is riddled with deep, knife-like cracks. The stark contrast between light and dark reveals the pale wood grain where it has peeled away. Its frost-worn branches stretch in a painful gesture toward a sky swirling with dark clouds. Sparse pine needles cling to the wind, while its thick roots cling to the exposed rock like desperate claws. Under the fierce force of the invisible wind, the tree sways and bends violently in a silent and agonizing struggle. Each violent sway seems a stubborn struggle against a vast, irresistible force, creating an atmosphere imbued with dramatic tension, loneliness, and poignant poignancy, like a dynamic ink painting depicting the eternal struggle between life and nature.", + "seed": 27843, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_6/index_6661_seed_27843_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16149575582239778, + "vlm_logprob": -0.16149575582239778, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.16149575582239778, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22655588388442993 + ], + "opposite_logprob_tokens": [ + -1.6015558242797852 + ], + "logprob_reward": -0.22655588388442993, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22655588388442993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17906728386878967, + 0.04254977032542229, + 0.028564468026161194, + 0.054439350962638855, + 0.05997190624475479, + 0.07287716865539551, + 0.20186151564121246, + 0.03550512343645096, + 0.03606489673256874, + 0.28909850120544434 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.22655588388442993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255913358181715 + ], + "opposite_logprob_tokens": [ + -4.387558937072754 + ], + "logprob_reward": -0.01255913358181715, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255913358181715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46022358536720276, + 0.060010362416505814, + 0.08607868105173111, + 0.06080826744437218, + 0.03511790186166763, + 0.06863845884799957, + 0.09756605327129364, + 0.07543885707855225, + 0.024815481156110764, + 0.03130234032869339 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.01255913358181715 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001943843555636704 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.001943843555636704, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001943843555636704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27227723598480225, + 0.07934998720884323, + 0.054517753422260284, + 0.04601919651031494, + 0.047545675188302994, + 0.03877609595656395, + 0.16126248240470886, + 0.026263250038027763, + 0.03336659446358681, + 0.24062176048755646 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.001943843555636704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233421325683594 + ], + "opposite_logprob_tokens": [ + -0.8983421325683594 + ], + "logprob_reward": -0.5233421325683594, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233421325683594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4308125674724579, + 0.06153455376625061, + 0.06413490325212479, + 0.05324499309062958, + 0.1645495444536209, + 0.026253625750541687, + 0.08624272048473358, + 0.019352003931999207, + 0.02572699263691902, + 0.06814806163311005 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.5233421325683594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307778552174568 + ], + "opposite_logprob_tokens": [ + -3.1680777072906494 + ], + "logprob_reward": -0.04307778552174568, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307778552174568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26709088683128357, + 0.08255060017108917, + 0.09186530113220215, + 0.05228577181696892, + 0.05072248354554176, + 0.10766376554965973, + 0.05112042278051376, + 0.052254464477300644, + 0.03392510488629341, + 0.21052122116088867 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.04307778552174568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from an upward angle, focuses squarely on a lone, ancient pine tree, tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in profound, high-contrast black and white. The tree, weathered and ravaged, its twisted trunk resembles weathered tendons. Its rough bark is riddled with deep, knife-like cracks. The stark contrast between light and dark reveals the pale wood grain where it has peeled away. Its frost-worn branches stretch in a painful gesture toward a sky swirling with dark clouds. Sparse pine needles cling to the wind, while its thick roots cling to the exposed rock like desperate claws. Under the fierce force of the invisible wind, the tree sways and bends violently in a silent and agonizing struggle. Each violent sway seems a stubborn struggle against a vast, irresistible force, creating an atmosphere imbued with dramatic tension, loneliness, and poignant poignancy, like a dynamic ink painting depicting the eternal struggle between life and nature.", + "seed": 27844, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_6/index_6661_seed_27844_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1193898286204785, + "vlm_logprob": -0.1193898286204785, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.1193898286204785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3880819082260132 + ], + "opposite_logprob_tokens": [ + -1.1380819082260132 + ], + "logprob_reward": -0.3880819082260132, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3880819082260132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5790503025054932, + 0.0377202033996582, + 0.017720159143209457, + 0.034725651144981384, + 0.08419545739889145, + 0.027166273444890976, + 0.04691144824028015, + 0.015740936622023582, + 0.025307532399892807, + 0.1314619779586792 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.3880819082260132 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032109867315739393 + ], + "opposite_logprob_tokens": [ + -5.75321102142334 + ], + "logprob_reward": -0.0032109867315739393, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032109867315739393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44729775190353394, + 0.1500212401151657, + 0.02646348625421524, + 0.024426469579339027, + 0.05064505711197853, + 0.026451928541064262, + 0.07720533013343811, + 0.055368635803461075, + 0.052524615079164505, + 0.08959543704986572 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0032109867315739393 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022019920870661736 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.0022019920870661736, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022019920870661736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4178299307823181, + 0.06348379701375961, + 0.026461072266101837, + 0.04367249459028244, + 0.13829457759857178, + 0.037762489169836044, + 0.05620860308408737, + 0.031216507777571678, + 0.04741654917597771, + 0.13765397667884827 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0022019920870661736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037429869174957 + ], + "opposite_logprob_tokens": [ + -1.9103742837905884 + ], + "logprob_reward": -0.16037429869174957, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037429869174957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5660439729690552, + 0.06364047527313232, + 0.04927108436822891, + 0.04575824737548828, + 0.07919047772884369, + 0.03411531820893288, + 0.05659395456314087, + 0.018573317676782608, + 0.0340246856212616, + 0.05278841778635979 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.16037429869174957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene focused squarely on a lone, ancient pine tree rooted at the edge of a sheer cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree display weathered features such as a twisted trunk, deep knife-like cracks, and peeled wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tree sway and bend violently under the force of wind while sparse pine needles cling to it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043079957365989685 + ], + "opposite_logprob_tokens": [ + -3.1680798530578613 + ], + "logprob_reward": -0.043079957365989685, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043079957365989685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4502701461315155, + 0.04294910281896591, + 0.035833265632390976, + 0.030909553170204163, + 0.0730644166469574, + 0.0498417504131794, + 0.045209914445877075, + 0.06521996855735779, + 0.04123126342892647, + 0.16547058522701263 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.043079957365989685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_7/index_tensor([4574, 4574])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_7/index_tensor([4574, 4574])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2a1de59cbcf5db36abf42702d2c6fd8931695ad7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_7/index_tensor([4574, 4574])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.", + "seed": 20402, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_7/index_4574_seed_20402_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03299019727855921, + "vlm_logprob": -0.03299019727855921, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03299019727855921, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010581341572105885 + ], + "opposite_logprob_tokens": [ + -4.6355814933776855 + ], + "logprob_reward": -0.010581341572105885, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010581341572105885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15925829112529755, + 0.36606454849243164, + 0.0739135593175888, + 0.09032267332077026, + 0.05939893424510956, + 0.07746417820453644, + 0.03133099898695946, + 0.03471331670880318, + 0.044248901307582855, + 0.06328457593917847 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.010581341572105885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494639649987221 + ], + "opposite_logprob_tokens": [ + -2.9299464225769043 + ], + "logprob_reward": -0.05494639649987221, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494639649987221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.127463236451149, + 0.23090733587741852, + 0.044203344732522964, + 0.13870291411876678, + 0.1337069869041443, + 0.15773944556713104, + 0.03125067800283432, + 0.04077234864234924, + 0.036152828484773636, + 0.05910084769129753 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.05494639649987221 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070143431425095 + ], + "opposite_logprob_tokens": [ + -4.511070251464844 + ], + "logprob_reward": -0.011070143431425095, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070143431425095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07055914402008057, + 0.19078847765922546, + 0.08568327128887177, + 0.09139694273471832, + 0.10654505342245102, + 0.17969675362110138, + 0.06900355219841003, + 0.08512919396162033, + 0.06927445530891418, + 0.05192311853170395 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.011070143431425095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202699616551399 + ], + "opposite_logprob_tokens": [ + -2.8120269775390625 + ], + "logprob_reward": -0.06202699616551399, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202699616551399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1179024875164032, + 0.16576585173606873, + 0.08527125418186188, + 0.11059586703777313, + 0.0583207942545414, + 0.12758980691432953, + 0.077338807284832, + 0.08415252715349197, + 0.10416754335165024, + 0.06889505684375763 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.06202699616551399 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02632610872387886 + ], + "opposite_logprob_tokens": [ + -3.6513261795043945 + ], + "logprob_reward": -0.02632610872387886, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02632610872387886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1252729594707489, + 0.12079919874668121, + 0.10262969136238098, + 0.10723390430212021, + 0.09169302135705948, + 0.06452186405658722, + 0.12017519772052765, + 0.08106066286563873, + 0.07069841772317886, + 0.11591513454914093 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02632610872387886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.", + "seed": 20403, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_7/index_4574_seed_20403_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024613908585160972, + "vlm_logprob": -0.024613908585160972, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.024613908585160972, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010212075896561146 + ], + "opposite_logprob_tokens": [ + -4.635211944580078 + ], + "logprob_reward": -0.010212075896561146, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010212075896561146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1535370796918869, + 0.05546491593122482, + 0.03874700516462326, + 0.20395679771900177, + 0.05721449851989746, + 0.16500462591648102, + 0.10035966336727142, + 0.05689337104558945, + 0.13807711005210876, + 0.030744953081011772 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.010212075896561146 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979809045791626 + ], + "opposite_logprob_tokens": [ + -3.5297980308532715 + ], + "logprob_reward": -0.02979809045791626, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979809045791626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12031613290309906, + 0.050701435655355453, + 0.026561284437775612, + 0.2857588231563568, + 0.051378652453422546, + 0.09372670948505402, + 0.053196296095848083, + 0.13112086057662964, + 0.12056794762611389, + 0.06667187809944153 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.02979809045791626 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636608529835939 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636608529835939, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636608529835939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15525400638580322, + 0.08645962178707123, + 0.05609237402677536, + 0.11577780544757843, + 0.0755980908870697, + 0.07984548062086105, + 0.05560537427663803, + 0.14254046976566315, + 0.19739867746829987, + 0.03542805835604668 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.004636608529835939 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048637405037879944 + ], + "opposite_logprob_tokens": [ + -3.0486373901367188 + ], + "logprob_reward": -0.048637405037879944, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048637405037879944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1814393699169159, + 0.032192982733249664, + 0.047358859330415726, + 0.09532579779624939, + 0.10755006968975067, + 0.09131553769111633, + 0.1274775117635727, + 0.0607946403324604, + 0.22135528922080994, + 0.0351899228990078 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.048637405037879944 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029785363003611565 + ], + "opposite_logprob_tokens": [ + -3.529785394668579 + ], + "logprob_reward": -0.029785363003611565, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029785363003611565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28356146812438965, + 0.02542908862233162, + 0.0768791139125824, + 0.0845445990562439, + 0.14206966757774353, + 0.13197246193885803, + 0.1078697144985199, + 0.08046756684780121, + 0.0273663941770792, + 0.039839908480644226 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.029785363003611565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.", + "seed": 20404, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_7/index_4574_seed_20404_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016280673793517053, + "vlm_logprob": -0.016280673793517053, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.016280673793517053, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004391193855553865 + ], + "opposite_logprob_tokens": [ + -5.504391193389893 + ], + "logprob_reward": -0.004391193855553865, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004391193855553865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1391526311635971, + 0.10093171149492264, + 0.15806233882904053, + 0.06559114903211594, + 0.10483606159687042, + 0.10107079893350601, + 0.0800061821937561, + 0.10509080439805984, + 0.08644159883260727, + 0.058816712349653244 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.004391193855553865 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979959361255169 + ], + "opposite_logprob_tokens": [ + -3.529799699783325 + ], + "logprob_reward": -0.02979959361255169, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979959361255169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09713775664567947, + 0.06741903722286224, + 0.07987112551927567, + 0.043358784168958664, + 0.17241498827934265, + 0.30806583166122437, + 0.05487240478396416, + 0.053892187774181366, + 0.05683736130595207, + 0.06613059341907501 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.02979959361255169 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015126940561458468 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015126940561458468, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015126940561458468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17691591382026672, + 0.06130367890000343, + 0.13702842593193054, + 0.06198422238230705, + 0.10089120268821716, + 0.08677395433187485, + 0.20898175239562988, + 0.09440584480762482, + 0.026817837730050087, + 0.0448971651494503 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.0015126940561458468 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622324395924807 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622324395924807, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622324395924807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06473927199840546, + 0.04999386519193649, + 0.08109091967344284, + 0.13917170464992523, + 0.11385475099086761, + 0.0940244123339653, + 0.26254719495773315, + 0.10694237053394318, + 0.042165808379650116, + 0.045469749718904495 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.007622324395924807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807756304740906 + ], + "opposite_logprob_tokens": [ + -3.2880775928497314 + ], + "logprob_reward": -0.03807756304740906, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807756304740906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1752566546201706, + 0.07228365540504456, + 0.0920460894703865, + 0.05259297788143158, + 0.057653557509183884, + 0.21312296390533447, + 0.09530753642320633, + 0.12563231587409973, + 0.048092812299728394, + 0.06801145523786545 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.03807756304740906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.", + "seed": 20405, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_7/index_4574_seed_20405_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03144783694297075, + "vlm_logprob": -0.03144783694297075, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.03144783694297075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015000401996076107 + ], + "opposite_logprob_tokens": [ + -4.265000343322754 + ], + "logprob_reward": -0.015000401996076107, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015000401996076107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2217608392238617, + 0.1273055523633957, + 0.0649280920624733, + 0.060564614832401276, + 0.06774327903985977, + 0.19999021291732788, + 0.0451350174844265, + 0.06376975029706955, + 0.08510535210371017, + 0.06369727104902267 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.015000401996076107 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043066367506980896 + ], + "opposite_logprob_tokens": [ + -3.1680662631988525 + ], + "logprob_reward": -0.043066367506980896, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043066367506980896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20876537263393402, + 0.09760944545269012, + 0.08324509114027023, + 0.06912007927894592, + 0.09280320256948471, + 0.07355649024248123, + 0.06268634647130966, + 0.10328172892332077, + 0.13864518702030182, + 0.07028704136610031 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.043066367506980896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338763535022736 + ], + "opposite_logprob_tokens": [ + -3.651338815689087 + ], + "logprob_reward": -0.026338763535022736, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338763535022736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07309103012084961, + 0.031178249046206474, + 0.10072928667068481, + 0.07473186403512955, + 0.042328041046857834, + 0.033271029591560364, + 0.05102512240409851, + 0.18626753985881805, + 0.30821943283081055, + 0.09915836900472641 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.026338763535022736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043051183223724365 + ], + "opposite_logprob_tokens": [ + -3.168051242828369 + ], + "logprob_reward": -0.043051183223724365, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043051183223724365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12177032232284546, + 0.09259390830993652, + 0.061834629625082016, + 0.055834051221609116, + 0.09311779588460922, + 0.06832420825958252, + 0.06679568439722061, + 0.0965358167886734, + 0.2540968656539917, + 0.08909673988819122 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.043051183223724365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a young man sitting cross-legged above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have jet-black hair styled into two symmetrical classical buns and wear a light-colored Chinese short shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant red silk ribbon visible, held by the man and swaying gently on the cloud currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a bamboo fishing rod held by the man with a thin line dangling vertically into the clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978246845304966 + ], + "opposite_logprob_tokens": [ + -3.52978253364563 + ], + "logprob_reward": -0.02978246845304966, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978246845304966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13565482199192047, + 0.03226787596940994, + 0.06735839694738388, + 0.05018206685781479, + 0.07858014851808548, + 0.10155792534351349, + 0.04387688264250755, + 0.09758170694112778, + 0.2652820944786072, + 0.12765805423259735 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.02978246845304966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_8/index_tensor([951, 951])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_8/index_tensor([951, 951])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c1944fd13c4f7a6bd0994bca633591bb2209e3a8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_8/index_tensor([951, 951])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.", + "seed": 21462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_8/index_951_seed_21462_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09994069170206785, + "vlm_logprob": -0.09994069170206785, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.09994069170206785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2823905348777771 + ], + "opposite_logprob_tokens": [ + -1.4073905944824219 + ], + "logprob_reward": -0.2823905348777771, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2823905348777771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28369635343551636, + 0.06322493404150009, + 0.06064488738775253, + 0.046337369829416275, + 0.04872479289770126, + 0.07543744891881943, + 0.08079347759485245, + 0.08325033634901047, + 0.025015708059072495, + 0.23287467658519745 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.2823905348777771 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094666086137295 + ], + "opposite_logprob_tokens": [ + -4.511094570159912 + ], + "logprob_reward": -0.011094666086137295, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094666086137295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14239609241485596, + 0.08318492770195007, + 0.08994659036397934, + 0.05485726520419121, + 0.13822141289710999, + 0.15375638008117676, + 0.05217404663562775, + 0.152181938290596, + 0.05846821144223213, + 0.0748131200671196 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.011094666086137295 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603470891714096 + ], + "opposite_logprob_tokens": [ + -1.9103471040725708 + ], + "logprob_reward": -0.1603470891714096, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603470891714096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07729972898960114, + 0.04201088845729828, + 0.048393718898296356, + 0.053749214857816696, + 0.06486102938652039, + 0.11761350184679031, + 0.0908973440527916, + 0.16632801294326782, + 0.2022555023431778, + 0.13659104704856873 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.1603470891714096 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074350103735924 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.016074350103735924, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074350103735924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21244308352470398, + 0.06837304681539536, + 0.12090640515089035, + 0.07597362995147705, + 0.17961059510707855, + 0.026858044788241386, + 0.05460716038942337, + 0.09053944051265717, + 0.06877847760915756, + 0.1019100621342659 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.016074350103735924 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029796818271279335 + ], + "opposite_logprob_tokens": [ + -3.529796838760376 + ], + "logprob_reward": -0.029796818271279335, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029796818271279335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23820550739765167, + 0.10832243412733078, + 0.06320443749427795, + 0.08883805572986603, + 0.12545205652713776, + 0.1473791003227234, + 0.08324708044528961, + 0.05975891277194023, + 0.0389757864177227, + 0.04661664366722107 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.029796818271279335 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.", + "seed": 21463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_8/index_951_seed_21463_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09487294703722, + "vlm_logprob": -0.09487294703722, + "vlm_yes_no_margin": 3.099999988079071, + "vlm_token_credit": -0.09487294703722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04397087171673775 + ], + "opposite_logprob_tokens": [ + -3.168970823287964 + ], + "logprob_reward": -0.04397087171673775, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04397087171673775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2328825145959854, + 0.0803467407822609, + 0.06574263423681259, + 0.1924537867307663, + 0.05553251504898071, + 0.09575336426496506, + 0.027369696646928787, + 0.07964418828487396, + 0.10761606693267822, + 0.06265857815742493 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.04397087171673775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012570788152515888 + ], + "opposite_logprob_tokens": [ + -4.387570858001709 + ], + "logprob_reward": -0.012570788152515888, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012570788152515888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23077917098999023, + 0.08705084025859833, + 0.05901487171649933, + 0.06579211354255676, + 0.06306365132331848, + 0.04442903771996498, + 0.05370788648724556, + 0.2505086362361908, + 0.09806443005800247, + 0.04758932814002037 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.012570788152515888 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486388325691223 + ], + "opposite_logprob_tokens": [ + -1.2236387729644775 + ], + "logprob_reward": -0.3486388325691223, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486388325691223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08379053324460983, + 0.19683796167373657, + 0.049537673592567444, + 0.05744029954075813, + 0.1770273894071579, + 0.2679433524608612, + 0.030799442902207375, + 0.05140743777155876, + 0.06292391568422318, + 0.02229194901883602 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.3486388325691223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498318374156952 + ], + "opposite_logprob_tokens": [ + -2.929983139038086 + ], + "logprob_reward": -0.05498318374156952, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498318374156952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1813785284757614, + 0.24917364120483398, + 0.0937768891453743, + 0.14437051117420197, + 0.0531824566423893, + 0.042462144047021866, + 0.046038154512643814, + 0.037256304174661636, + 0.07449032366275787, + 0.07787098735570908 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.05498318374156952 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201059006154537 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014201059006154537, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201059006154537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24785226583480835, + 0.09707608073949814, + 0.0328979529440403, + 0.05502185970544815, + 0.09043726325035095, + 0.07380015403032303, + 0.053705018013715744, + 0.2071835994720459, + 0.1015041172504425, + 0.04052156209945679 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.014201059006154537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.", + "seed": 21464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_8/index_951_seed_21464_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.038629802875220776, + "vlm_logprob": -0.038629802875220776, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.038629802875220776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03460339456796646 + ], + "opposite_logprob_tokens": [ + -3.4096033573150635 + ], + "logprob_reward": -0.03460339456796646, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03460339456796646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1613120138645172, + 0.04351593181490898, + 0.12513218820095062, + 0.10775543749332428, + 0.051941439509391785, + 0.07591542601585388, + 0.03636782243847847, + 0.2660280764102936, + 0.06239822879433632, + 0.06963340193033218 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.03460339456796646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801593609154224 + ], + "opposite_logprob_tokens": [ + -4.634801387786865 + ], + "logprob_reward": -0.009801593609154224, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801593609154224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2655039131641388, + 0.08777916431427002, + 0.08068209141492844, + 0.05578688904643059, + 0.0288943350315094, + 0.03259729593992233, + 0.031542081385850906, + 0.26788559556007385, + 0.041795387864112854, + 0.10753330588340759 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.009801593609154224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291371285915375 + ], + "opposite_logprob_tokens": [ + -2.2379136085510254 + ], + "logprob_reward": -0.11291371285915375, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291371285915375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23549360036849976, + 0.07634446769952774, + 0.07567093521356583, + 0.03110155649483204, + 0.06033273786306381, + 0.06286010146141052, + 0.19201937317848206, + 0.16189295053482056, + 0.051461972296237946, + 0.05282224714756012 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.11291371285915375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293664678931236 + ], + "opposite_logprob_tokens": [ + -3.7732937335968018 + ], + "logprob_reward": -0.023293664678931236, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293664678931236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15028561651706696, + 0.05073343217372894, + 0.10527592897415161, + 0.035770464688539505, + 0.019534487277269363, + 0.1714472621679306, + 0.0626598447561264, + 0.2288651019334793, + 0.03498636186122894, + 0.140441432595253 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.023293664678931236 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536648660898209 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536648660898209, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536648660898209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29474198818206787, + 0.06959544867277145, + 0.052548449486494064, + 0.04617826268076897, + 0.027918238192796707, + 0.1046035960316658, + 0.07163777202367783, + 0.19727598130702972, + 0.054513074457645416, + 0.08098717778921127 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.012536648660898209 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.", + "seed": 21465, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_8/index_951_seed_21465_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13683158494532108, + "vlm_logprob": -0.13683158494532108, + "vlm_yes_no_margin": 2.400000011920929, + "vlm_token_credit": -0.13683158494532108, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18021881580352783 + ], + "opposite_logprob_tokens": [ + -1.8052188158035278 + ], + "logprob_reward": -0.18021881580352783, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18021881580352783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18653376400470734, + 0.033037468791007996, + 0.06985994428396225, + 0.09361157566308975, + 0.19843558967113495, + 0.06723414361476898, + 0.07142558693885803, + 0.1871376782655716, + 0.02767130173742771, + 0.06505294144153595 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.18021881580352783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014223506674170494 + ], + "opposite_logprob_tokens": [ + -4.264223575592041 + ], + "logprob_reward": -0.014223506674170494, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014223506674170494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13095563650131226, + 0.10866896063089371, + 0.14989952743053436, + 0.11581171303987503, + 0.07046353071928024, + 0.04206492006778717, + 0.08428701013326645, + 0.0883784145116806, + 0.041433483362197876, + 0.1680368036031723 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.014223506674170494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486554026603699 + ], + "opposite_logprob_tokens": [ + -1.2236554622650146 + ], + "logprob_reward": -0.3486554026603699, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3486554026603699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22780777513980865, + 0.12428054213523865, + 0.03479307144880295, + 0.09064870327711105, + 0.07157532125711441, + 0.057409219443798065, + 0.08476739376783371, + 0.17634886503219604, + 0.07231218367815018, + 0.060056962072849274 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.3486554026603699 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062074724584817886 + ], + "opposite_logprob_tokens": [ + -2.812074661254883 + ], + "logprob_reward": -0.062074724584817886, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062074724584817886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07807482779026031, + 0.07304943352937698, + 0.08528662472963333, + 0.1650979071855545, + 0.07640829682350159, + 0.10017355531454086, + 0.07853157818317413, + 0.1560148149728775, + 0.03733469545841217, + 0.1500283032655716 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.062074724584817886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single potato chip with a wavy shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the potato chip golden yellow with caramelized edges and visible salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chip moving slowly and steadily through the air in a gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright kitchen with a white marble countertop, stainless steel faucet, and a pot of green basil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from an upward angle with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898547500371933 + ], + "opposite_logprob_tokens": [ + -2.5789854526519775 + ], + "logprob_reward": -0.07898547500371933, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898547500371933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16381677985191345, + 0.08718585968017578, + 0.0527244508266449, + 0.06941951811313629, + 0.0933813825249672, + 0.055543992668390274, + 0.06642467528581619, + 0.22617754340171814, + 0.01863706298172474, + 0.1666887253522873 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.07898547500371933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_9/index_tensor([9965, 9965])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_9/index_tensor([9965, 9965])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..51d6d0414cde752dbf7ca1d20f5c02072233e472 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_9/index_tensor([9965, 9965])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.", + "seed": 2023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_9/index_9965_seed_2023_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18304471019655466, + "vlm_logprob": -0.18304471019655466, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.18304471019655466, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6949344277381897 + ], + "opposite_logprob_tokens": [ + -0.6949344277381897 + ], + "logprob_reward": -0.6949344277381897, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6949344277381897, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04659859836101532, + 0.07909094542264938, + 0.2832052707672119, + 0.031847670674324036, + 0.020908784121274948, + 0.11631491035223007, + 0.056232254952192307, + 0.13227690756320953, + 0.12783251702785492, + 0.10569210350513458 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.6949344277381897 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206755340099335 + ], + "opposite_logprob_tokens": [ + -2.8120675086975098 + ], + "logprob_reward": -0.06206755340099335, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206755340099335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14597904682159424, + 0.07939878851175308, + 0.1623672991991043, + 0.09997542947530746, + 0.04474357143044472, + 0.07342391461133957, + 0.11400377005338669, + 0.07963903248310089, + 0.12111493945121765, + 0.0793541893362999 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.06206755340099335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890522226691246 + ], + "opposite_logprob_tokens": [ + -2.464052200317383 + ], + "logprob_reward": -0.0890522226691246, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890522226691246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3375890851020813, + 0.04408785700798035, + 0.1546233594417572, + 0.062301915138959885, + 0.0461895577609539, + 0.050961073487997055, + 0.08102938532829285, + 0.07626720517873764, + 0.055730123072862625, + 0.09122049808502197 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0890522226691246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497393012046814 + ], + "opposite_logprob_tokens": [ + -2.929973840713501 + ], + "logprob_reward": -0.05497393012046814, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497393012046814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06735605746507645, + 0.06427512317895889, + 0.2254703789949417, + 0.0437677726149559, + 0.044287312775850296, + 0.0817101001739502, + 0.10706246644258499, + 0.1551091969013214, + 0.10087554901838303, + 0.11008612811565399 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.05497393012046814 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195417053997517 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195417053997517, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195417053997517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11907903850078583, + 0.10709437727928162, + 0.24403250217437744, + 0.05531492456793785, + 0.07587869465351105, + 0.07812901586294174, + 0.048781294375658035, + 0.07710157334804535, + 0.07121890783309937, + 0.12336965650320053 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.014195417053997517 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.", + "seed": 2024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_9/index_9965_seed_2024_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07017536535859108, + "vlm_logprob": -0.07017536535859108, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07017536535859108, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23011165857315063 + ], + "opposite_logprob_tokens": [ + -1.6051115989685059 + ], + "logprob_reward": -0.23011165857315063, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23011165857315063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0564241036772728, + 0.4098871648311615, + 0.04101782664656639, + 0.09547213464975357, + 0.2327890545129776, + 0.03418443724513054, + 0.03753652796149254, + 0.026417266577482224, + 0.04649314656853676, + 0.01977836899459362 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.23011165857315063 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789932981133461 + ], + "opposite_logprob_tokens": [ + -2.578993320465088 + ], + "logprob_reward": -0.0789932981133461, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789932981133461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10378597676753998, + 0.285248339176178, + 0.07017770409584045, + 0.0306233037263155, + 0.23430122435092926, + 0.055564217269420624, + 0.03217291831970215, + 0.027472130954265594, + 0.0385739728808403, + 0.12208016961812973 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.0789932981133461 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590482279658318 + ], + "opposite_logprob_tokens": [ + -3.8955905437469482 + ], + "logprob_reward": -0.020590482279658318, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590482279658318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2146456241607666, + 0.46945735812187195, + 0.02849913388490677, + 0.023715855553746223, + 0.051122408360242844, + 0.030881650745868683, + 0.04006113111972809, + 0.035716909915208817, + 0.02524646557867527, + 0.08065342158079147 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.020590482279658318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546183541417122 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.012546183541417122, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546183541417122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06002579256892204, + 0.44456806778907776, + 0.04955523833632469, + 0.13183817267417908, + 0.10927949100732803, + 0.02735866978764534, + 0.06352389603853226, + 0.021416405215859413, + 0.04073014855384827, + 0.05170419067144394 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.012546183541417122 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635204285383224 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635204285383224, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635204285383224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18281449377536774, + 0.2521516680717468, + 0.06546550989151001, + 0.03097439743578434, + 0.05919777974486351, + 0.03291576728224754, + 0.11396259814500809, + 0.03645778074860573, + 0.046466097235679626, + 0.17959392070770264 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.008635204285383224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.", + "seed": 2025, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_9/index_9965_seed_2025_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2051137827336788, + "vlm_logprob": -0.2051137827336788, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.2051137827336788, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6358138918876648 + ], + "opposite_logprob_tokens": [ + -0.7608138918876648 + ], + "logprob_reward": -0.6358138918876648, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6358138918876648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09671767055988312, + 0.11205572634935379, + 0.16558371484279633, + 0.0852259024977684, + 0.09598562121391296, + 0.07040482014417648, + 0.10922633111476898, + 0.1367369294166565, + 0.08158499747514725, + 0.046478286385536194 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.6358138918876648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296865344047546 + ], + "opposite_logprob_tokens": [ + -2.237968683242798 + ], + "logprob_reward": -0.11296865344047546, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296865344047546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08110129833221436, + 0.03590284287929535, + 0.029262635856866837, + 0.0376998595893383, + 0.636776864528656, + 0.06486101448535919, + 0.034817446023225784, + 0.03350420668721199, + 0.026216503232717514, + 0.01985727809369564 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.11296865344047546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160384863615036 + ], + "opposite_logprob_tokens": [ + -1.9103848934173584 + ], + "logprob_reward": -0.160384863615036, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160384863615036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29108354449272156, + 0.10415156185626984, + 0.08722935616970062, + 0.09899821132421494, + 0.09510768949985504, + 0.13238924741744995, + 0.059623368084430695, + 0.028172971680760384, + 0.0668126791715622, + 0.036431364715099335 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.160384863615036 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032973438501358 + ], + "opposite_logprob_tokens": [ + -2.350329637527466 + ], + "logprob_reward": -0.10032973438501358, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032973438501358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10235072672367096, + 0.1765269786119461, + 0.11319755762815475, + 0.054180871695280075, + 0.18699291348457336, + 0.030765915289521217, + 0.0747402012348175, + 0.12235312163829803, + 0.07832543551921844, + 0.060566309839487076 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.10032973438501358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607177034020424 + ], + "opposite_logprob_tokens": [ + -4.141071796417236 + ], + "logprob_reward": -0.01607177034020424, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607177034020424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19828002154827118, + 0.12114224582910538, + 0.12616686522960663, + 0.052437495440244675, + 0.09350410103797913, + 0.07699240744113922, + 0.12116274237632751, + 0.06411860883235931, + 0.06973244994878769, + 0.07646311074495316 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.01607177034020424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.", + "seed": 2026, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000187/group_9/index_9965_seed_2026_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09004352763295173, + "vlm_logprob": -0.09004352763295173, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.09004352763295173, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2560904920101166 + ], + "opposite_logprob_tokens": [ + -1.506090521812439 + ], + "logprob_reward": -0.2560904920101166, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2560904920101166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12739305198192596, + 0.08815911412239075, + 0.18945306539535522, + 0.039142459630966187, + 0.05877627804875374, + 0.1709779053926468, + 0.06364863365888596, + 0.11079567670822144, + 0.12026912719011307, + 0.03138473257422447 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.2560904920101166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899583131074905 + ], + "opposite_logprob_tokens": [ + -2.578995943069458 + ], + "logprob_reward": -0.07899583131074905, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899583131074905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19326159358024597, + 0.09348172694444656, + 0.14024889469146729, + 0.056566860526800156, + 0.03392660245299339, + 0.11105483770370483, + 0.09167027473449707, + 0.11485102027654648, + 0.08452498912811279, + 0.08041322976350784 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.07899583131074905 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789995789527893 + ], + "opposite_logprob_tokens": [ + -2.5789995193481445 + ], + "logprob_reward": -0.0789995789527893, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789995789527893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3200967609882355, + 0.14842428267002106, + 0.10075303167104721, + 0.02627369947731495, + 0.03774339333176613, + 0.03056277148425579, + 0.02919168956577778, + 0.22396008670330048, + 0.0488455668091774, + 0.034148674458265305 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0789995789527893 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635316178202629 + ], + "opposite_logprob_tokens": [ + -3.651353120803833 + ], + "logprob_reward": -0.02635316178202629, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635316178202629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1889035552740097, + 0.08328286558389664, + 0.2813485264778137, + 0.04547565057873726, + 0.045234594494104385, + 0.10015050321817398, + 0.02625199407339096, + 0.09288132190704346, + 0.09160774201154709, + 0.044863246381282806 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.02635316178202629 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a petite adult Asian female water polo player?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tilted slightly to follow the subject's motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft warm underwater pool lights illuminating the subject from below against a cool twilight background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the subject's face visible with a broad joyful smile, sparkling dark eyes, and damp black hair with strands falling at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a crystalline halo of water spray arcing and dancing around the subject's head while she treads water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778574109077454 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778574109077454, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778574109077454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11772403866052628, + 0.059364914894104004, + 0.17011286318302155, + 0.2936607897281647, + 0.028110744431614876, + 0.08673812448978424, + 0.09438595175743103, + 0.0535125769674778, + 0.06012994050979614, + 0.03626002371311188 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.009778574109077454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" 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His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.", + "seed": 26043, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_0/index_9998_seed_26043_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0798400232102722, + "vlm_logprob": -0.0798400232102722, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.0798400232102722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2535445988178253 + ], + "opposite_logprob_tokens": [ + -1.503544569015503 + ], + "logprob_reward": -0.2535445988178253, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2535445988178253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19100789725780487, + 0.07348022609949112, + 0.0776647999882698, + 0.1217285618185997, + 0.10515949130058289, + 0.05232600122690201, + 0.06670334190130234, + 0.15165941417217255, + 0.1351056545972824, + 0.025164548307657242 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.2535445988178253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032843798398972 + ], + "opposite_logprob_tokens": [ + -2.3503284454345703 + ], + "logprob_reward": -0.10032843798398972, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032843798398972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22115905582904816, + 0.07185240834951401, + 0.1758446842432022, + 0.19907958805561066, + 0.07893490791320801, + 0.08251822739839554, + 0.033279817551374435, + 0.07016491889953613, + 0.044563885778188705, + 0.02260257862508297 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.10032843798398972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036162238102406263 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.0036162238102406263, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036162238102406263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1891971230506897, + 0.07805228978395462, + 0.13184332847595215, + 0.1338246464729309, + 0.055875275284051895, + 0.05426519364118576, + 0.06308252364397049, + 0.18772420287132263, + 0.06699541956186295, + 0.03914006054401398 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0036162238102406263 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809546306729317 + ], + "opposite_logprob_tokens": [ + -3.288095474243164 + ], + "logprob_reward": -0.03809546306729317, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809546306729317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11442869156599045, + 0.09479198604822159, + 0.1778843253850937, + 0.25173744559288025, + 0.04416649043560028, + 0.027971161529421806, + 0.07344187051057816, + 0.1327303797006607, + 0.026445534080266953, + 0.056402117013931274 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.03809546306729317 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036153923720121384 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036153923720121384, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036153923720121384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14605139195919037, + 0.11178542673587799, + 0.06609436124563217, + 0.13622824847698212, + 0.06205422431230545, + 0.05812380462884903, + 0.061753567308187485, + 0.07373545318841934, + 0.08574262261390686, + 0.1984308958053589 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0036153923720121384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.", + "seed": 26044, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_0/index_9998_seed_26044_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11928046774119139, + "vlm_logprob": -0.11928046774119139, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.11928046774119139, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.430875688791275 + ], + "opposite_logprob_tokens": [ + -1.0558756589889526 + ], + "logprob_reward": -0.430875688791275, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.430875688791275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18010957539081573, + 0.04427403584122658, + 0.12063571065664291, + 0.09153586626052856, + 0.11771932244300842, + 0.0607357919216156, + 0.08132369071245193, + 0.1577536016702652, + 0.11381850391626358, + 0.03209388256072998 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.430875688791275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905909210443497 + ], + "opposite_logprob_tokens": [ + -2.4640591144561768 + ], + "logprob_reward": -0.08905909210443497, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905909210443497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21172477304935455, + 0.09138766676187515, + 0.09975380450487137, + 0.07477687299251556, + 0.10603618621826172, + 0.09451959282159805, + 0.0986805260181427, + 0.043008461594581604, + 0.07310986518859863, + 0.10700220614671707 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.08905909210443497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786129929125309 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786129929125309, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786129929125309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2548413574695587, + 0.0875730961561203, + 0.0943719893693924, + 0.1842958927154541, + 0.13127751648426056, + 0.046980030834674835, + 0.0958644300699234, + 0.044480692595243454, + 0.033715687692165375, + 0.026599321514368057 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.009786129929125309 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062042683362960815 + ], + "opposite_logprob_tokens": [ + -2.812042713165283 + ], + "logprob_reward": -0.062042683362960815, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062042683362960815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13978172838687897, + 0.04914722964167595, + 0.0958532765507698, + 0.05794692039489746, + 0.08354894816875458, + 0.2557222247123718, + 0.15736104547977448, + 0.05453774705529213, + 0.044690556824207306, + 0.061410341411828995 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.062042683362960815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463874451816082 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.00463874451816082, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463874451816082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2595002353191376, + 0.05330326408147812, + 0.1054227277636528, + 0.15248596668243408, + 0.08749479055404663, + 0.06558434665203094, + 0.046685315668582916, + 0.060365788638591766, + 0.035391055047512054, + 0.13376647233963013 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.00463874451816082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.", + "seed": 26045, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_0/index_9998_seed_26045_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12656385628506542, + "vlm_logprob": -0.12656385628506542, + "vlm_yes_no_margin": 3.324999988079071, + "vlm_token_credit": -0.12656385628506542, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4300244450569153 + ], + "opposite_logprob_tokens": [ + -1.0550243854522705 + ], + "logprob_reward": -0.4300244450569153, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4300244450569153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22937756776809692, + 0.09847849607467651, + 0.11528898775577545, + 0.1084149032831192, + 0.06398963928222656, + 0.05086261034011841, + 0.023443609476089478, + 0.15510115027427673, + 0.044650133699178696, + 0.11039290577173233 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.4300244450569153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036637127399445 + ], + "opposite_logprob_tokens": [ + -1.910366415977478 + ], + "logprob_reward": -0.16036637127399445, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036637127399445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20039725303649902, + 0.09739258140325546, + 0.08209766447544098, + 0.08478941023349762, + 0.15553614497184753, + 0.046496614813804626, + 0.0781630203127861, + 0.04947436600923538, + 0.0741611048579216, + 0.13149189949035645 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.16036637127399445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637439269572496 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637439269572496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637439269572496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22603555023670197, + 0.11364762485027313, + 0.17438629269599915, + 0.05738125368952751, + 0.1742320954799652, + 0.07074593752622604, + 0.043543342500925064, + 0.06291265040636063, + 0.02437862753868103, + 0.0527365505695343 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.004637439269572496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369694948196411 + ], + "opposite_logprob_tokens": [ + -3.4086968898773193 + ], + "logprob_reward": -0.03369694948196411, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369694948196411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19770082831382751, + 0.2531742453575134, + 0.04840464144945145, + 0.03769275173544884, + 0.12519024312496185, + 0.05862138792872429, + 0.05793871730566025, + 0.08087131381034851, + 0.06749805063009262, + 0.07290781289339066 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.03369694948196411 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094076342880726 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094076342880726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094076342880726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28376534581184387, + 0.12659984827041626, + 0.06967447698116302, + 0.058519069105386734, + 0.060764748603105545, + 0.06076107546687126, + 0.04196231812238693, + 0.05497501417994499, + 0.06023510545492172, + 0.1827429085969925 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.004094076342880726 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.", + "seed": 26046, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_0/index_9998_seed_26046_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07282615769654513, + "vlm_logprob": -0.07282615769654513, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.07282615769654513, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20246683061122894 + ], + "opposite_logprob_tokens": [ + -1.7024668455123901 + ], + "logprob_reward": -0.20246683061122894, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20246683061122894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26371240615844727, + 0.05502927675843239, + 0.04411456733942032, + 0.08071107417345047, + 0.046105097979307175, + 0.24326573312282562, + 0.0420578233897686, + 0.06656547635793686, + 0.03714638948440552, + 0.1212920993566513 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.20246683061122894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270647495985031 + ], + "opposite_logprob_tokens": [ + -2.1270647048950195 + ], + "logprob_reward": -0.1270647495985031, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270647495985031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14880484342575073, + 0.23258289694786072, + 0.060226920992136, + 0.10635808855295181, + 0.06901142746210098, + 0.044662605971097946, + 0.05160161480307579, + 0.09342943131923676, + 0.03372194245457649, + 0.15960022807121277 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.1270647495985031 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639219027012587 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639219027012587, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639219027012587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14989978075027466, + 0.057868801057338715, + 0.08519400656223297, + 0.30518433451652527, + 0.08849086612462997, + 0.06959306448698044, + 0.045218318700790405, + 0.12290975451469421, + 0.026918791234493256, + 0.0487222820520401 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.004639219027012587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343408972024918 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343408972024918, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343408972024918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11459343880414963, + 0.11682215332984924, + 0.10652533173561096, + 0.2766857147216797, + 0.12495534867048264, + 0.1036112979054451, + 0.03360145166516304, + 0.04263661429286003, + 0.023643942549824715, + 0.05692475289106369 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.026343408972024918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a resolute Asian man wearing a dark brown cross-collared robe made of rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a muscular, glossy black steed at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast, parched Gobi desert with cracked yellow earth and sparse withered grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic tracking shot from a low side angle, panning rapidly to the right while syncing with the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the dominant tones of the scene ochre, dark brown, and faded sky blue with long shadows cast by a slanting evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036165802739560604 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.0036165802739560604, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036165802739560604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1922798901796341, + 0.0502203069627285, + 0.1102551743388176, + 0.1686665266752243, + 0.07597034424543381, + 0.0851258859038353, + 0.05773540213704109, + 0.059991609305143356, + 0.11098732054233551, + 0.08876746147871017 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0036165802739560604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_12/index_tensor([5645, 5645])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_12/index_tensor([5645, 5645])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..74043d81cdda4a24c85a8e51b714595affa2ef55 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_12/index_tensor([5645, 5645])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.", + "seed": 29952, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_12/index_5645_seed_29952_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020448248786851763, + "vlm_logprob": -0.020448248786851763, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.020448248786851763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002763621276244521 + ], + "opposite_logprob_tokens": [ + -6.252763748168945 + ], + "logprob_reward": -0.002763621276244521, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.002763621276244521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.207606241106987, + 0.0670764371752739, + 0.09953903406858444, + 0.08320434391498566, + 0.11441786587238312, + 0.07877575606107712, + 0.03486979007720947, + 0.09474243968725204, + 0.1527956873178482, + 0.06697239726781845 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.002763621276244521 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059445157647133 + ], + "opposite_logprob_tokens": [ + -3.895594358444214 + ], + "logprob_reward": -0.02059445157647133, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059445157647133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2071847915649414, + 0.06985712796449661, + 0.08034493774175644, + 0.06115579232573509, + 0.28244748711586, + 0.09366009384393692, + 0.06938647478818893, + 0.043731193989515305, + 0.051672033965587616, + 0.04056009277701378 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.02059445157647133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304378613829613 + ], + "opposite_logprob_tokens": [ + -3.7733044624328613 + ], + "logprob_reward": -0.023304378613829613, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304378613829613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21621167659759521, + 0.12399864196777344, + 0.03763437643647194, + 0.04084731638431549, + 0.17790739238262177, + 0.02653919905424118, + 0.04282832145690918, + 0.13212057948112488, + 0.10634014755487442, + 0.09557238221168518 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.023304378613829613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043050266802310944 + ], + "opposite_logprob_tokens": [ + -3.1680502891540527 + ], + "logprob_reward": -0.043050266802310944, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043050266802310944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14292782545089722, + 0.10537821054458618, + 0.06553282588720322, + 0.05139662325382233, + 0.07882509380578995, + 0.06055833399295807, + 0.1416778564453125, + 0.12469161301851273, + 0.16492986679077148, + 0.06408172845840454 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.043050266802310944 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528525665402412 + ], + "opposite_logprob_tokens": [ + -4.387528419494629 + ], + "logprob_reward": -0.012528525665402412, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528525665402412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08767414093017578, + 0.05944604054093361, + 0.08066071569919586, + 0.055287618190050125, + 0.11191993951797485, + 0.08036217838525772, + 0.14544521272182465, + 0.17193950712680817, + 0.15316374599933624, + 0.054100871086120605 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.012528525665402412 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.", + "seed": 29953, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_12/index_5645_seed_29953_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028055014461278914, + "vlm_logprob": -0.028055014461278914, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.028055014461278914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008195934817194939 + ], + "opposite_logprob_tokens": [ + -4.883195877075195 + ], + "logprob_reward": -0.008195934817194939, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008195934817194939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6338965892791748, + 0.033780500292778015, + 0.06120520085096359, + 0.017674604430794716, + 0.036373429000377655, + 0.08134423941373825, + 0.034273162484169006, + 0.02477634698152542, + 0.013204450719058514, + 0.06347139179706573 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.008195934817194939 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589197054505348 + ], + "opposite_logprob_tokens": [ + -3.8955891132354736 + ], + "logprob_reward": -0.020589197054505348, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589197054505348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39480331540107727, + 0.04181700199842453, + 0.028419023379683495, + 0.09012262523174286, + 0.0721946656703949, + 0.06432143598794937, + 0.04511364549398422, + 0.03496435284614563, + 0.0850038081407547, + 0.14324010908603668 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.020589197054505348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003582268953323 + ], + "opposite_logprob_tokens": [ + -2.695035934448242 + ], + "logprob_reward": -0.07003582268953323, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003582268953323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.307809442281723, + 0.0629146620631218, + 0.08437321335077286, + 0.11464192718267441, + 0.1142098680138588, + 0.06005636975169182, + 0.07342243194580078, + 0.057685986161231995, + 0.05468865483999252, + 0.07019741833209991 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.07003582268953323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232792217284441 + ], + "opposite_logprob_tokens": [ + -3.7732791900634766 + ], + "logprob_reward": -0.0232792217284441, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232792217284441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5797219276428223, + 0.11896786093711853, + 0.0394885390996933, + 0.049080364406108856, + 0.07562390714883804, + 0.0284487996250391, + 0.019859999418258667, + 0.028492478653788567, + 0.029013387858867645, + 0.03130273148417473 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0232792217284441 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018174896016716957 + ], + "opposite_logprob_tokens": [ + -4.01817512512207 + ], + "logprob_reward": -0.018174896016716957, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018174896016716957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2250891625881195, + 0.11995166540145874, + 0.038463134318590164, + 0.16104939579963684, + 0.12475451081991196, + 0.07150200009346008, + 0.14983443915843964, + 0.03132552281022072, + 0.0453801192343235, + 0.03265005350112915 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.018174896016716957 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.", + "seed": 29954, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_12/index_5645_seed_29954_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025564265018329025, + "vlm_logprob": -0.025564265018329025, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.025564265018329025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036383166443556547 + ], + "opposite_logprob_tokens": [ + -5.75363826751709 + ], + "logprob_reward": -0.0036383166443556547, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0036383166443556547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10044139623641968, + 0.04914472624659538, + 0.1150088906288147, + 0.10379275679588318, + 0.02527271769940853, + 0.022610018029808998, + 0.03236224502325058, + 0.24484963715076447, + 0.21794819831848145, + 0.08856936544179916 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.0036383166443556547 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038108088076114655 + ], + "opposite_logprob_tokens": [ + -3.2881081104278564 + ], + "logprob_reward": -0.038108088076114655, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038108088076114655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12952294945716858, + 0.05474841222167015, + 0.16319312155246735, + 0.10158034414052963, + 0.025848370045423508, + 0.08380202949047089, + 0.0420818105340004, + 0.01232997141778469, + 0.3411470055580139, + 0.04574599489569664 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.038108088076114655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811095654964447 + ], + "opposite_logprob_tokens": [ + -3.2881109714508057 + ], + "logprob_reward": -0.03811095654964447, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811095654964447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11167960613965988, + 0.0711071714758873, + 0.12384624779224396, + 0.049210838973522186, + 0.04300569370388985, + 0.29652535915374756, + 0.04977714270353317, + 0.10023215413093567, + 0.12113706767559052, + 0.03347867727279663 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.03811095654964447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029788833111524582 + ], + "opposite_logprob_tokens": [ + -3.5297887325286865 + ], + "logprob_reward": -0.029788833111524582, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029788833111524582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06980236619710922, + 0.13180500268936157, + 0.2223566770553589, + 0.04246428981423378, + 0.17562049627304077, + 0.033363793045282364, + 0.055937059223651886, + 0.07714854180812836, + 0.12664318084716797, + 0.0648585706949234 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.029788833111524582 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817513071000576 + ], + "opposite_logprob_tokens": [ + -4.01817512512207 + ], + "logprob_reward": -0.01817513071000576, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817513071000576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03631700575351715, + 0.01897863857448101, + 0.08785340189933777, + 0.09046487510204315, + 0.050635069608688354, + 0.43308764696121216, + 0.015835415571928024, + 0.010230372659862041, + 0.22446170449256897, + 0.03213590011000633 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.01817513071000576 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.", + "seed": 29955, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_12/index_5645_seed_29955_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026926329545676708, + "vlm_logprob": -0.026926329545676708, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.026926329545676708, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007313384674489498 + ], + "opposite_logprob_tokens": [ + -5.007313251495361 + ], + "logprob_reward": -0.007313384674489498, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007313384674489498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.262838214635849, + 0.12770001590251923, + 0.05963129177689552, + 0.08622808754444122, + 0.06417760252952576, + 0.030241653323173523, + 0.03068329021334648, + 0.0469864122569561, + 0.16252663731575012, + 0.12898680567741394 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.007313384674489498 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363611221313477 + ], + "opposite_logprob_tokens": [ + -3.6513636112213135 + ], + "logprob_reward": -0.026363611221313477, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363611221313477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18214309215545654, + 0.13815000653266907, + 0.06194943189620972, + 0.09573807567358017, + 0.11727188527584076, + 0.06937970221042633, + 0.0348639078438282, + 0.09268223494291306, + 0.03975591063499451, + 0.16806571185588837 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.026363611221313477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811623528599739 + ], + "opposite_logprob_tokens": [ + -3.288116216659546 + ], + "logprob_reward": -0.03811623528599739, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811623528599739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26208043098449707, + 0.08466643840074539, + 0.1407916098833084, + 0.06379596143960953, + 0.053797557950019836, + 0.05130202695727348, + 0.06257130205631256, + 0.04393504932522774, + 0.04255137965083122, + 0.19450825452804565 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.03811623528599739 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864887520670891 + ], + "opposite_logprob_tokens": [ + -3.0486488342285156 + ], + "logprob_reward": -0.04864887520670891, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864887520670891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18513987958431244, + 0.036093570291996, + 0.11534471809864044, + 0.07114647328853607, + 0.1680060625076294, + 0.2735113501548767, + 0.03051183559000492, + 0.03750436380505562, + 0.022065551951527596, + 0.060676150023937225 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.04864887520670891 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a furry orange cat with ginger fur streaked with light cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat performing a slow yawn with its mouth opening wide to reveal small white teeth and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's eyes tightly closed into a straight line while its whiskers stretch to the sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a ray of warm afternoon sunlight slanting from the side to cast a soft golden halo on the cat's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static close-up at eye level with a completely blurred background creating a soft bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189541339874268 + ], + "opposite_logprob_tokens": [ + -4.264189720153809 + ], + "logprob_reward": -0.014189541339874268, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189541339874268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17827057838439941, + 0.11335506290197372, + 0.15812350809574127, + 0.05364621803164482, + 0.04542742669582367, + 0.059643421322107315, + 0.035212788730859756, + 0.030629940330982208, + 0.11307933926582336, + 0.21261169016361237 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.014189541339874268 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_15/index_tensor([189, 189])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_15/index_tensor([189, 189])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5a0d8c7a041582bee132230bd92dcc754dfe8fd4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_15/index_tensor([189, 189])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme macro shot, beginning with a slight overhead perspective, seamlessly transitions into a circling motion around the central subject. Time seems frozen in time through the use of high-speed photography and extreme slow motion. At the center of the frame, a smooth black jade Go piece spins like a spinning top at the precise intersection of the grid lines on a heavy, solid wooden board. The piece, utterly jet-black, features flawless double-sided curved lines. Its meticulously polished, mirror-smooth surface reflects a soft, bright light from the side into a swirling white halo. The camera follows its movement, capturing the subtle drafts of air created by the piece's rotation and the stark contrast between its cool, smooth texture and the rich, rich wood of the board below. The deep wood grain, the undulations of each fiber, and the hand-carved edges of the grid lines are all magnified in this frozen moment, conveying a sense of age-worn richness. The entire scene is calm, dominated by the pure black of the chess pieces and the warm brown of the chessboard. The sharp contrast between light and shadow creates a focused, elegant and tense Zen atmosphere.", + "seed": 16968, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_15/index_189_seed_16968_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19195119086652995, + "vlm_logprob": -0.19195119086652995, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.19195119086652995, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021637914702296257 + ], + "opposite_logprob_tokens": [ + -3.8966379165649414 + ], + "logprob_reward": -0.021637914702296257, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021637914702296257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2953309714794159, + 0.09640031307935715, + 0.082758329808712, + 0.03151024132966995, + 0.04902791604399681, + 0.2461901754140854, + 0.07317730784416199, + 0.05455263704061508, + 0.047280509024858475, + 0.023771636188030243 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.021637914702296257 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982856273651123 + ], + "opposite_logprob_tokens": [ + -0.5232856273651123 + ], + "logprob_reward": -0.8982856273651123, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982856273651123, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2514815628528595, + 0.08070851862430573, + 0.3252462148666382, + 0.016142653301358223, + 0.03531549125909805, + 0.16579888761043549, + 0.06965997815132141, + 0.021941645070910454, + 0.01949184387922287, + 0.014213196001946926 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.8982856273651123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742938421666622 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006742938421666622, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742938421666622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17397987842559814, + 0.08645177632570267, + 0.1908056139945984, + 0.030421705916523933, + 0.07372535765171051, + 0.24447521567344666, + 0.100860595703125, + 0.02064375765621662, + 0.055273737758398056, + 0.023362331092357635 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.006742938421666622 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795809164643288 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795809164643288, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795809164643288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18865525722503662, + 0.07134165614843369, + 0.19527171552181244, + 0.046126674860715866, + 0.08502461016178131, + 0.19095124304294586, + 0.07401080429553986, + 0.05550602450966835, + 0.0565180666744709, + 0.036593955010175705 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.009795809164643288 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293664678931236 + ], + "opposite_logprob_tokens": [ + -3.7732937335968018 + ], + "logprob_reward": -0.023293664678931236, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293664678931236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1102389320731163, + 0.07011231780052185, + 0.12116077542304993, + 0.030979247763752937, + 0.15532775223255157, + 0.2485961765050888, + 0.12854884564876556, + 0.035034481436014175, + 0.07086749374866486, + 0.029134027659893036 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.023293664678931236 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro shot, beginning with a slight overhead perspective, seamlessly transitions into a circling motion around the central subject. Time seems frozen in time through the use of high-speed photography and extreme slow motion. At the center of the frame, a smooth black jade Go piece spins like a spinning top at the precise intersection of the grid lines on a heavy, solid wooden board. The piece, utterly jet-black, features flawless double-sided curved lines. Its meticulously polished, mirror-smooth surface reflects a soft, bright light from the side into a swirling white halo. The camera follows its movement, capturing the subtle drafts of air created by the piece's rotation and the stark contrast between its cool, smooth texture and the rich, rich wood of the board below. The deep wood grain, the undulations of each fiber, and the hand-carved edges of the grid lines are all magnified in this frozen moment, conveying a sense of age-worn richness. The entire scene is calm, dominated by the pure black of the chess pieces and the warm brown of the chessboard. The sharp contrast between light and shadow creates a focused, elegant and tense Zen atmosphere.", + "seed": 16969, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_15/index_189_seed_16969_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4094248440116644, + "vlm_logprob": -0.4094248440116644, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.4094248440116644, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9770987033843994 + ], + "opposite_logprob_tokens": [ + -0.4770987033843994 + ], + "logprob_reward": -0.9770987033843994, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9770987033843994, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11702843755483627, + 0.029495738446712494, + 0.7090342044830322, + 0.019177794456481934, + 0.015148437581956387, + 0.03611677512526512, + 0.01697917841374874, + 0.004832012578845024, + 0.04183226078748703, + 0.010355237871408463 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.9770987033843994 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983544707298279 + ], + "opposite_logprob_tokens": [ + -0.5233544707298279 + ], + "logprob_reward": -0.8983544707298279, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983544707298279, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22720378637313843, + 0.03995921090245247, + 0.3227222263813019, + 0.18408037722110748, + 0.05363255739212036, + 0.0635727271437645, + 0.01515654195100069, + 0.024684667587280273, + 0.04150420054793358, + 0.027483759447932243 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.8983544707298279 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637220360338688 + ], + "opposite_logprob_tokens": [ + -3.651372194290161 + ], + "logprob_reward": -0.02637220360338688, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637220360338688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06422343105077744, + 0.055924467742443085, + 0.6136123538017273, + 0.08245832473039627, + 0.02016330137848854, + 0.042804114520549774, + 0.04224146530032158, + 0.022614847868680954, + 0.04302525520324707, + 0.012932419776916504 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.02637220360338688 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209312111139297 + ], + "opposite_logprob_tokens": [ + -4.018209457397461 + ], + "logprob_reward": -0.018209312111139297, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209312111139297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28769075870513916, + 0.08416727185249329, + 0.21291957795619965, + 0.06914979219436646, + 0.07793401181697845, + 0.07446339726448059, + 0.033392224460840225, + 0.02836141735315323, + 0.09443118423223495, + 0.037490375339984894 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.018209312111139297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708953022956848 + ], + "opposite_logprob_tokens": [ + -2.127089500427246 + ], + "logprob_reward": -0.12708953022956848, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708953022956848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22991421818733215, + 0.05748334154486656, + 0.3794322609901428, + 0.06540469825267792, + 0.05427015200257301, + 0.06742066144943237, + 0.026237646117806435, + 0.055345095694065094, + 0.03603747487068176, + 0.02845442108809948 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.12708953022956848 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro shot, beginning with a slight overhead perspective, seamlessly transitions into a circling motion around the central subject. Time seems frozen in time through the use of high-speed photography and extreme slow motion. At the center of the frame, a smooth black jade Go piece spins like a spinning top at the precise intersection of the grid lines on a heavy, solid wooden board. The piece, utterly jet-black, features flawless double-sided curved lines. Its meticulously polished, mirror-smooth surface reflects a soft, bright light from the side into a swirling white halo. The camera follows its movement, capturing the subtle drafts of air created by the piece's rotation and the stark contrast between its cool, smooth texture and the rich, rich wood of the board below. The deep wood grain, the undulations of each fiber, and the hand-carved edges of the grid lines are all magnified in this frozen moment, conveying a sense of age-worn richness. The entire scene is calm, dominated by the pure black of the chess pieces and the warm brown of the chessboard. The sharp contrast between light and shadow creates a focused, elegant and tense Zen atmosphere.", + "seed": 16970, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_15/index_189_seed_16970_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2140120690688491, + "vlm_logprob": -0.2140120690688491, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.2140120690688491, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03904677554965019 + ], + "opposite_logprob_tokens": [ + -3.2890467643737793 + ], + "logprob_reward": -0.03904677554965019, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03904677554965019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4787466526031494, + 0.03884916752576828, + 0.02127847634255886, + 0.11597483605146408, + 0.07097487151622772, + 0.059745024889707565, + 0.07021399587392807, + 0.08840449899435043, + 0.011192122474312782, + 0.04462035372853279 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.03904677554965019 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983196020126343 + ], + "opposite_logprob_tokens": [ + -0.5233196020126343 + ], + "logprob_reward": -0.8983196020126343, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983196020126343, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3326953053474426, + 0.02153651975095272, + 0.02628595195710659, + 0.1525256335735321, + 0.05586686357855797, + 0.3008546531200409, + 0.026741815730929375, + 0.0442684143781662, + 0.014660905115306377, + 0.024563953280448914 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.8983196020126343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646313101053238 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646313101053238, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646313101053238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16312073171138763, + 0.020000895485281944, + 0.02145315147936344, + 0.024172930046916008, + 0.05410122871398926, + 0.5533896088600159, + 0.027734924107789993, + 0.04788966104388237, + 0.010871299542486668, + 0.07726549357175827 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.008646313101053238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092307977378368 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.011092307977378368, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092307977378368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0658167228102684, + 0.012759721837937832, + 0.008304387331008911, + 0.05900505930185318, + 0.05096461623907089, + 0.6569004654884338, + 0.06497642397880554, + 0.05485113337635994, + 0.008100404404103756, + 0.01832108572125435 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.011092307977378368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295534670352936 + ], + "opposite_logprob_tokens": [ + -2.237955331802368 + ], + "logprob_reward": -0.11295534670352936, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295534670352936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20405952632427216, + 0.010848211124539375, + 0.013084519654512405, + 0.025373516604304314, + 0.11564170569181442, + 0.44298505783081055, + 0.03802366554737091, + 0.10970738530158997, + 0.015227513387799263, + 0.025048870593309402 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.11295534670352936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro shot, beginning with a slight overhead perspective, seamlessly transitions into a circling motion around the central subject. Time seems frozen in time through the use of high-speed photography and extreme slow motion. At the center of the frame, a smooth black jade Go piece spins like a spinning top at the precise intersection of the grid lines on a heavy, solid wooden board. The piece, utterly jet-black, features flawless double-sided curved lines. Its meticulously polished, mirror-smooth surface reflects a soft, bright light from the side into a swirling white halo. The camera follows its movement, capturing the subtle drafts of air created by the piece's rotation and the stark contrast between its cool, smooth texture and the rich, rich wood of the board below. The deep wood grain, the undulations of each fiber, and the hand-carved edges of the grid lines are all magnified in this frozen moment, conveying a sense of age-worn richness. The entire scene is calm, dominated by the pure black of the chess pieces and the warm brown of the chessboard. The sharp contrast between light and shadow creates a focused, elegant and tense Zen atmosphere.", + "seed": 16971, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_15/index_189_seed_16971_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08750981949269772, + "vlm_logprob": -0.08750981949269772, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.08750981949269772, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027411049231886864 + ], + "opposite_logprob_tokens": [ + -3.6524109840393066 + ], + "logprob_reward": -0.027411049231886864, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027411049231886864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019211934879422188, + 0.028356404975056648, + 0.042800672352313995, + 0.7615395784378052, + 0.010312572121620178, + 0.006676882039755583, + 0.014615900814533234, + 0.009703947231173515, + 0.027244359254837036, + 0.07953771203756332 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.027411049231886864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486393392086029 + ], + "opposite_logprob_tokens": [ + -1.2236393690109253 + ], + "logprob_reward": -0.3486393392086029, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486393392086029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043182291090488434, + 0.07997575402259827, + 0.06370983272790909, + 0.2744830548763275, + 0.08840955048799515, + 0.028480561450123787, + 0.012631416320800781, + 0.015033639036118984, + 0.019171498715877533, + 0.3749224841594696 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.3486393392086029 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642413653433323 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642413653433323, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642413653433323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014904605224728584, + 0.03716526925563812, + 0.014523696154356003, + 0.7745588421821594, + 0.015486793592572212, + 0.007073285058140755, + 0.010232836939394474, + 0.0087937256321311, + 0.008682548999786377, + 0.1085783839225769 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.008642413653433323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790497832000256 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790497832000256, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790497832000256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014776097610592842, + 0.010264855809509754, + 0.0359269455075264, + 0.8878041505813599, + 0.024645434692502022, + 0.004207551013678312, + 0.003244448220357299, + 0.00820956751704216, + 0.006570754107087851, + 0.00435025105252862 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.009790497832000256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a smooth black jade Go piece spinning like a top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Go piece located at the intersection of grid lines on a heavy solid wooden board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a slight overhead perspective before transitioning into a circling motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Go piece jet-black with flawless double-sided curved lines and a mirror-smooth surface reflecting a soft bright light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the deep wood grain, undulations of fibers, and hand-carved edges of the grid lines visible in extreme macro detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306579753756523 + ], + "opposite_logprob_tokens": [ + -3.1680657863616943 + ], + "logprob_reward": -0.04306579753756523, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306579753756523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03766794502735138, + 0.02633592300117016, + 0.05580883473157883, + 0.547656238079071, + 0.03260526806116104, + 0.04554561898112297, + 0.01629505679011345, + 0.06591431796550751, + 0.026345504447817802, + 0.14582526683807373 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.04306579753756523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_7/index_tensor([4954, 4954])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_7/index_tensor([4954, 4954])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6352e9e84d2d38474e4b1ef5693e867a1f750a44 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_7/index_tensor([4954, 4954])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an exquisite macro close-up shot for a science program, a jewel-red water lily bud slowly but surely breaks free from the water, its tip barely piercing the crystal-clear, still surface, stirring up barely perceptible ripples. Under soft, even, diffused lighting, reminiscent of a meticulously orchestrated studio, the bud's smooth, waxy surface is adorned with tiny, shimmering water droplets, each reflecting a diamond-like brilliance. Its outermost, delicately curled leaves, a vibrant green tinged with a hint of red, gracefully and cautiously unfold in a visible yet incredibly deliberate rhythm, as if performing a sacred ritual, gradually revealing the more delicate structures within. The image, framed by a pure, slightly hazy pale blue water, creates a sense of tranquil concentration, accurately capturing the wonder and unstoppable vitality of life blossoming at the microscopic scale.", + "seed": 17492, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_7/index_4954_seed_17492_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01954573392868042, + "vlm_logprob": -0.01954573392868042, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.01954573392868042, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013879567384719849 + ], + "opposite_logprob_tokens": [ + -4.388879776000977 + ], + "logprob_reward": -0.013879567384719849, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013879567384719849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22647397220134735, + 0.10359084606170654, + 0.04677991196513176, + 0.05810801684856415, + 0.04856407269835472, + 0.08487612754106522, + 0.06248181313276291, + 0.20307055115699768, + 0.07052415609359741, + 0.09553053975105286 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.013879567384719849 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020608115941286087 + ], + "opposite_logprob_tokens": [ + -3.8956081867218018 + ], + "logprob_reward": -0.020608115941286087, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020608115941286087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10379202663898468, + 0.0873526781797409, + 0.051567498594522476, + 0.0590362623333931, + 0.05743229016661644, + 0.20682695508003235, + 0.15223725140094757, + 0.20778663456439972, + 0.023615069687366486, + 0.05035333335399628 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.020608115941286087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307527467608452 + ], + "opposite_logprob_tokens": [ + -3.1680753231048584 + ], + "logprob_reward": -0.04307527467608452, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307527467608452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22733627259731293, + 0.054441504180431366, + 0.033862173557281494, + 0.038951873779296875, + 0.0948706790804863, + 0.13116975128650665, + 0.10665345937013626, + 0.1429218053817749, + 0.08346735686063766, + 0.08632514625787735 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.04307527467608452 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628239691257477 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628239691257477, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628239691257477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16586020588874817, + 0.06999650597572327, + 0.06645922362804413, + 0.08139830082654953, + 0.1284910887479782, + 0.10578374564647675, + 0.049567729234695435, + 0.11793287098407745, + 0.09154892712831497, + 0.12296143919229507 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.007628239691257477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537471950054169 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537471950054169, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537471950054169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32624801993370056, + 0.05166637524962425, + 0.03247061371803284, + 0.035540107637643814, + 0.07594755291938782, + 0.15608537197113037, + 0.12639465928077698, + 0.0780930370092392, + 0.057574670761823654, + 0.05997958034276962 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.012537471950054169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an exquisite macro close-up shot for a science program, a jewel-red water lily bud slowly but surely breaks free from the water, its tip barely piercing the crystal-clear, still surface, stirring up barely perceptible ripples. Under soft, even, diffused lighting, reminiscent of a meticulously orchestrated studio, the bud's smooth, waxy surface is adorned with tiny, shimmering water droplets, each reflecting a diamond-like brilliance. Its outermost, delicately curled leaves, a vibrant green tinged with a hint of red, gracefully and cautiously unfold in a visible yet incredibly deliberate rhythm, as if performing a sacred ritual, gradually revealing the more delicate structures within. The image, framed by a pure, slightly hazy pale blue water, creates a sense of tranquil concentration, accurately capturing the wonder and unstoppable vitality of life blossoming at the microscopic scale.", + "seed": 17493, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_7/index_4954_seed_17493_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02682495666667819, + "vlm_logprob": -0.02682495666667819, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02682495666667819, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010831255465745926 + ], + "opposite_logprob_tokens": [ + -4.760831356048584 + ], + "logprob_reward": -0.010831255465745926, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010831255465745926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5964283347129822, + 0.03696084022521973, + 0.046415816992521286, + 0.03561737388372421, + 0.09216103702783585, + 0.025046074762940407, + 0.0574130117893219, + 0.03681667521595955, + 0.027723517268896103, + 0.04541735351085663 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.010831255465745926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371884673833847 + ], + "opposite_logprob_tokens": [ + -3.4087188243865967 + ], + "logprob_reward": -0.03371884673833847, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371884673833847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5127754211425781, + 0.07078679651021957, + 0.045011211186647415, + 0.08966745436191559, + 0.06902672350406647, + 0.06790995597839355, + 0.06195266544818878, + 0.02966848760843277, + 0.030444364994764328, + 0.022756891325116158 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.03371884673833847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899186760187149 + ], + "opposite_logprob_tokens": [ + -2.5789918899536133 + ], + "logprob_reward": -0.07899186760187149, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899186760187149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7737083435058594, + 0.02376960776746273, + 0.06330802291631699, + 0.019366169348359108, + 0.01921243965625763, + 0.018909219652414322, + 0.03848658874630928, + 0.013526366092264652, + 0.010670946910977364, + 0.01904221810400486 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.07899186760187149 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948578007519245 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948578007519245, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948578007519245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33323904871940613, + 0.07856766134500504, + 0.039508383721113205, + 0.14604341983795166, + 0.09602776914834976, + 0.049982938915491104, + 0.057883117347955704, + 0.060893651098012924, + 0.08065379410982132, + 0.05720018222928047 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.005948578007519245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634235519915819 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634235519915819, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634235519915819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7384538054466248, + 0.05472642928361893, + 0.022158825770020485, + 0.025704259052872658, + 0.04234297201037407, + 0.010585036128759384, + 0.0529356375336647, + 0.021348344162106514, + 0.016172925010323524, + 0.015571663156151772 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.004634235519915819 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an exquisite macro close-up shot for a science program, a jewel-red water lily bud slowly but surely breaks free from the water, its tip barely piercing the crystal-clear, still surface, stirring up barely perceptible ripples. Under soft, even, diffused lighting, reminiscent of a meticulously orchestrated studio, the bud's smooth, waxy surface is adorned with tiny, shimmering water droplets, each reflecting a diamond-like brilliance. Its outermost, delicately curled leaves, a vibrant green tinged with a hint of red, gracefully and cautiously unfold in a visible yet incredibly deliberate rhythm, as if performing a sacred ritual, gradually revealing the more delicate structures within. The image, framed by a pure, slightly hazy pale blue water, creates a sense of tranquil concentration, accurately capturing the wonder and unstoppable vitality of life blossoming at the microscopic scale.", + "seed": 17494, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_7/index_4954_seed_17494_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021603057533502577, + "vlm_logprob": -0.021603057533502577, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.021603057533502577, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021992724388837814 + ], + "opposite_logprob_tokens": [ + -4.1469926834106445 + ], + "logprob_reward": -0.021992724388837814, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.021992724388837814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10447533428668976, + 0.03283355385065079, + 0.06623044610023499, + 0.02283991128206253, + 0.059821099042892456, + 0.03912294656038284, + 0.08020280301570892, + 0.05490150302648544, + 0.514927864074707, + 0.024644527584314346 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.021992724388837814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012565961107611656 + ], + "opposite_logprob_tokens": [ + -4.387566089630127 + ], + "logprob_reward": -0.012565961107611656, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012565961107611656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18110854923725128, + 0.08696223795413971, + 0.15962663292884827, + 0.04853108152747154, + 0.1000158041715622, + 0.04836130887269974, + 0.08149076998233795, + 0.030780665576457977, + 0.24158746004104614, + 0.021535489708185196 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.012565961107611656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054970093071460724 + ], + "opposite_logprob_tokens": [ + -2.9299700260162354 + ], + "logprob_reward": -0.054970093071460724, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054970093071460724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10894269496202469, + 0.05122492089867592, + 0.2022283375263214, + 0.027130605652928352, + 0.08972704410552979, + 0.061157044023275375, + 0.04190215468406677, + 0.03275510296225548, + 0.3579194247722626, + 0.027012666687369347 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.054970093071460724 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539708986878395 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539708986878395, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539708986878395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13986578583717346, + 0.08053039014339447, + 0.15060953795909882, + 0.03269856795668602, + 0.04848466068506241, + 0.12701447308063507, + 0.05942372977733612, + 0.07658246904611588, + 0.1960463970899582, + 0.08874400705099106 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.012539708986878395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946800112724304 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946800112724304, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946800112724304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1749088168144226, + 0.03558414429426193, + 0.07618963718414307, + 0.03258209303021431, + 0.0922430232167244, + 0.02945823408663273, + 0.06001361459493637, + 0.0935378447175026, + 0.3814809322357178, + 0.024001725018024445 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.005946800112724304 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an exquisite macro close-up shot for a science program, a jewel-red water lily bud slowly but surely breaks free from the water, its tip barely piercing the crystal-clear, still surface, stirring up barely perceptible ripples. Under soft, even, diffused lighting, reminiscent of a meticulously orchestrated studio, the bud's smooth, waxy surface is adorned with tiny, shimmering water droplets, each reflecting a diamond-like brilliance. Its outermost, delicately curled leaves, a vibrant green tinged with a hint of red, gracefully and cautiously unfold in a visible yet incredibly deliberate rhythm, as if performing a sacred ritual, gradually revealing the more delicate structures within. The image, framed by a pure, slightly hazy pale blue water, creates a sense of tranquil concentration, accurately capturing the wonder and unstoppable vitality of life blossoming at the microscopic scale.", + "seed": 17495, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000260/group_7/index_4954_seed_17495_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016559316776692867, + "vlm_logprob": -0.016559316776692867, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.016559316776692867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01386592909693718 + ], + "opposite_logprob_tokens": [ + -4.638865947723389 + ], + "logprob_reward": -0.01386592909693718, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01386592909693718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08510121703147888, + 0.08594664931297302, + 0.04979148134589195, + 0.1456967145204544, + 0.16525578498840332, + 0.1091061681509018, + 0.18829068541526794, + 0.11361409723758698, + 0.026639416813850403, + 0.030557770282030106 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.01386592909693718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209779635071754 + ], + "opposite_logprob_tokens": [ + -4.018209934234619 + ], + "logprob_reward": -0.018209779635071754, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209779635071754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08369142562150955, + 0.06866607815027237, + 0.030460109934210777, + 0.3340265452861786, + 0.10418453067541122, + 0.026583300903439522, + 0.08527109026908875, + 0.06507613509893417, + 0.14851495623588562, + 0.05352579802274704 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.018209779635071754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337059386074543 + ], + "opposite_logprob_tokens": [ + -3.408705949783325 + ], + "logprob_reward": -0.0337059386074543, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337059386074543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2105937898159027, + 0.03789980709552765, + 0.028466029092669487, + 0.06647917628288269, + 0.2876725494861603, + 0.033876217901706696, + 0.08327632397413254, + 0.12256237119436264, + 0.06447598338127136, + 0.06469770520925522 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0337059386074543 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946326069533825 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946326069533825, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946326069533825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15013240277767181, + 0.031077006831765175, + 0.061517298221588135, + 0.1433333456516266, + 0.1365225613117218, + 0.0577014721930027, + 0.11875389516353607, + 0.11942047625780106, + 0.09809087961912155, + 0.08345065265893936 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.005946326069533825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a jewel-red water lily bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bud break free from the water with its tip piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, shimmering water droplets visible on the bud's smooth, waxy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost leaves, which are vibrant green tinged with red, gradually unfold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background water pure, slightly hazy, and pale blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068610474467278 + ], + "opposite_logprob_tokens": [ + -4.511068820953369 + ], + "logprob_reward": -0.011068610474467278, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068610474467278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21979768574237823, + 0.048726148903369904, + 0.0561474971473217, + 0.08413923531770706, + 0.13799896836280823, + 0.05656585842370987, + 0.2373066395521164, + 0.032667580991983414, + 0.01980767212808132, + 0.10684270411729813 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.011068610474467278 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_0/index_tensor([9340, 9340])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_0/index_tensor([9340, 9340])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a705f3609d5ee36a6d519d9655876f2b5d10f7b4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_0/index_tensor([9340, 9340])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, shot from a low angle, perfectly captures the distinctive, slightly handmade quality of stop-motion animation. A vast mountain of rough-textured Swiss cheese, riddled with holes of varying sizes, dominates the frame. Its warm, pale yellow surface, illuminated by a soft but well-directed sidelight, takes on an oily sheen, casting deep shadows across its rugged surface, highlighting its unique, hand-kneaded texture. An invisible force slowly and steadily erodes the side of the mountain, the cheese peeling away, fragment by fragment, frame by frame, irregularly. As the outer layer of the cheese recedes, the carefully constructed inner structure, built from crispy, salty crackers, gradually reveals itself. These crackers are square or rectangular, with distinct, jagged edges. Their dry, golden, slightly burnt surface creates a subtle contrast with the yellow of the cheese. The entire process proceeds steadily with the unique frame-by-frame jump feeling of stop-motion animation, creating a fascinating atmosphere of fantasy, childlike fun and a touch of surrealism, allowing the audience to focus completely on this silent and wonderful deconstruction process.", + "seed": 6470, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_0/index_9340_seed_6470_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21837556092068552, + "vlm_logprob": -0.21837556092068552, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.21837556092068552, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.881037175655365 + ], + "opposite_logprob_tokens": [ + -0.756037175655365 + ], + "logprob_reward": -0.881037175655365, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.881037175655365, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16925422847270966, + 0.06725544482469559, + 0.052879225462675095, + 0.03125966712832451, + 0.07019324600696564, + 0.044826723635196686, + 0.25047093629837036, + 0.15719322860240936, + 0.0614880733191967, + 0.09517921507358551 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.881037175655365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899638265371323 + ], + "opposite_logprob_tokens": [ + -2.578996419906616 + ], + "logprob_reward": -0.07899638265371323, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899638265371323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24203558266162872, + 0.16173715889453888, + 0.0549764409661293, + 0.040313366800546646, + 0.08630943298339844, + 0.04394516721367836, + 0.12679235637187958, + 0.13157832622528076, + 0.04587308689951897, + 0.06643902510404587 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.07899638265371323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002838750835508108 + ], + "opposite_logprob_tokens": [ + -5.877838611602783 + ], + "logprob_reward": -0.002838750835508108, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002838750835508108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1889723241329193, + 0.10123442858457565, + 0.06493117660284042, + 0.059284843504428864, + 0.18089944124221802, + 0.08338800072669983, + 0.12355329096317291, + 0.06171165779232979, + 0.02759702317416668, + 0.10842781513929367 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.002838750835508108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087841242551804 + ], + "opposite_logprob_tokens": [ + -4.141088008880615 + ], + "logprob_reward": -0.016087841242551804, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087841242551804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10604400187730789, + 0.06887724995613098, + 0.08437523990869522, + 0.06610006839036942, + 0.0713973268866539, + 0.04949403554201126, + 0.14395931363105774, + 0.10643301904201508, + 0.19531971216201782, + 0.10800004005432129 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.016087841242551804 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291765421628952 + ], + "opposite_logprob_tokens": [ + -2.23791766166687 + ], + "logprob_reward": -0.11291765421628952, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291765421628952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09050144255161285, + 0.06958582252264023, + 0.046307288110256195, + 0.04078805819153786, + 0.18642139434814453, + 0.06327111274003983, + 0.0870027095079422, + 0.06094352528452873, + 0.07710400223731995, + 0.27807462215423584 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.11291765421628952 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a low angle, perfectly captures the distinctive, slightly handmade quality of stop-motion animation. A vast mountain of rough-textured Swiss cheese, riddled with holes of varying sizes, dominates the frame. Its warm, pale yellow surface, illuminated by a soft but well-directed sidelight, takes on an oily sheen, casting deep shadows across its rugged surface, highlighting its unique, hand-kneaded texture. An invisible force slowly and steadily erodes the side of the mountain, the cheese peeling away, fragment by fragment, frame by frame, irregularly. As the outer layer of the cheese recedes, the carefully constructed inner structure, built from crispy, salty crackers, gradually reveals itself. These crackers are square or rectangular, with distinct, jagged edges. Their dry, golden, slightly burnt surface creates a subtle contrast with the yellow of the cheese. The entire process proceeds steadily with the unique frame-by-frame jump feeling of stop-motion animation, creating a fascinating atmosphere of fantasy, childlike fun and a touch of surrealism, allowing the audience to focus completely on this silent and wonderful deconstruction process.", + "seed": 6471, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_0/index_9340_seed_6471_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1921891238540411, + "vlm_logprob": -0.1921891238540411, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.1921891238540411, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2491578757762909 + ], + "opposite_logprob_tokens": [ + -1.7491579055786133 + ], + "logprob_reward": -0.2491578757762909, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2491578757762909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18989744782447815, + 0.16877850890159607, + 0.05841457471251488, + 0.07308150827884674, + 0.10457516461610794, + 0.07351792603731155, + 0.05457930639386177, + 0.021858682855963707, + 0.032494958490133286, + 0.22280190885066986 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.2491578757762909 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31342974305152893 + ], + "opposite_logprob_tokens": [ + -1.3134297132492065 + ], + "logprob_reward": -0.31342974305152893, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31342974305152893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13638417422771454, + 0.1961725652217865, + 0.058771561831235886, + 0.06113015487790108, + 0.1148204356431961, + 0.2707437574863434, + 0.027567502111196518, + 0.03006708435714245, + 0.04938184842467308, + 0.0549609549343586 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.31342974305152893 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010517071932554245 + ], + "opposite_logprob_tokens": [ + -6.876051902770996 + ], + "logprob_reward": -0.0010517071932554245, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010517071932554245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4171120226383209, + 0.09160105884075165, + 0.03346120938658714, + 0.03956643119454384, + 0.11845122277736664, + 0.1669802963733673, + 0.030590903013944626, + 0.034242164343595505, + 0.02957138605415821, + 0.0384233333170414 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0010517071932554245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868429899215698 + ], + "opposite_logprob_tokens": [ + -3.0486843585968018 + ], + "logprob_reward": -0.04868429899215698, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868429899215698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10418588668107986, + 0.17384998500347137, + 0.03438997641205788, + 0.055271804332733154, + 0.09642788767814636, + 0.17059850692749023, + 0.06573314964771271, + 0.03735070303082466, + 0.10873591899871826, + 0.1534561961889267 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.04868429899215698 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862199425697327 + ], + "opposite_logprob_tokens": [ + -1.2236219644546509 + ], + "logprob_reward": -0.34862199425697327, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34862199425697327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1465121954679489, + 0.09181659668684006, + 0.06360718607902527, + 0.05736152082681656, + 0.14968320727348328, + 0.18065302073955536, + 0.1031351089477539, + 0.08770530670881271, + 0.07111405581235886, + 0.048411790281534195 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.34862199425697327 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a low angle, perfectly captures the distinctive, slightly handmade quality of stop-motion animation. A vast mountain of rough-textured Swiss cheese, riddled with holes of varying sizes, dominates the frame. Its warm, pale yellow surface, illuminated by a soft but well-directed sidelight, takes on an oily sheen, casting deep shadows across its rugged surface, highlighting its unique, hand-kneaded texture. An invisible force slowly and steadily erodes the side of the mountain, the cheese peeling away, fragment by fragment, frame by frame, irregularly. As the outer layer of the cheese recedes, the carefully constructed inner structure, built from crispy, salty crackers, gradually reveals itself. These crackers are square or rectangular, with distinct, jagged edges. Their dry, golden, slightly burnt surface creates a subtle contrast with the yellow of the cheese. The entire process proceeds steadily with the unique frame-by-frame jump feeling of stop-motion animation, creating a fascinating atmosphere of fantasy, childlike fun and a touch of surrealism, allowing the audience to focus completely on this silent and wonderful deconstruction process.", + "seed": 6472, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_0/index_9340_seed_6472_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4177757725119591, + "vlm_logprob": -0.4177757725119591, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.4177757725119591, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7875799536705017 + ], + "opposite_logprob_tokens": [ + -0.7875799536705017 + ], + "logprob_reward": -0.7875799536705017, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7875799536705017, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05657285451889038, + 0.036354221403598785, + 0.4586001932621002, + 0.2205127626657486, + 0.05715728551149368, + 0.02094419114291668, + 0.018268343061208725, + 0.04479304328560829, + 0.07544288039207458, + 0.011354220099747181 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.7875799536705017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538710355758667 + ], + "opposite_logprob_tokens": [ + -0.4288710057735443 + ], + "logprob_reward": -1.0538710355758667, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538710355758667, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16873474419116974, + 0.1579427719116211, + 0.1044793576002121, + 0.09135005623102188, + 0.09679830074310303, + 0.06563542038202286, + 0.12023455649614334, + 0.038675181567668915, + 0.12588052451610565, + 0.030269162729382515 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -1.0538710355758667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003636416047811508 + ], + "opposite_logprob_tokens": [ + -5.628636360168457 + ], + "logprob_reward": -0.003636416047811508, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003636416047811508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19514040648937225, + 0.08659356832504272, + 0.12780500948429108, + 0.1358862668275833, + 0.15325307846069336, + 0.05895737558603287, + 0.039246730506420135, + 0.06982947140932083, + 0.10366205871105194, + 0.02962602861225605 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.003636416047811508 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821376010775566 + ], + "opposite_logprob_tokens": [ + -4.018213748931885 + ], + "logprob_reward": -0.01821376010775566, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821376010775566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20528966188430786, + 0.057229310274124146, + 0.07556776702404022, + 0.07844969630241394, + 0.06686249375343323, + 0.0608353316783905, + 0.06778383255004883, + 0.07391268014907837, + 0.2582653760910034, + 0.05580385774374008 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.01821376010775566 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255776971578598 + ], + "opposite_logprob_tokens": [ + -1.600577712059021 + ], + "logprob_reward": -0.2255776971578598, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255776971578598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11743835359811783, + 0.09202837944030762, + 0.04030369594693184, + 0.07131143659353256, + 0.11238761991262436, + 0.0819777101278305, + 0.08138824999332428, + 0.13313138484954834, + 0.2051996886730194, + 0.06483346968889236 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.2255776971578598 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a low angle, perfectly captures the distinctive, slightly handmade quality of stop-motion animation. A vast mountain of rough-textured Swiss cheese, riddled with holes of varying sizes, dominates the frame. Its warm, pale yellow surface, illuminated by a soft but well-directed sidelight, takes on an oily sheen, casting deep shadows across its rugged surface, highlighting its unique, hand-kneaded texture. An invisible force slowly and steadily erodes the side of the mountain, the cheese peeling away, fragment by fragment, frame by frame, irregularly. As the outer layer of the cheese recedes, the carefully constructed inner structure, built from crispy, salty crackers, gradually reveals itself. These crackers are square or rectangular, with distinct, jagged edges. Their dry, golden, slightly burnt surface creates a subtle contrast with the yellow of the cheese. The entire process proceeds steadily with the unique frame-by-frame jump feeling of stop-motion animation, creating a fascinating atmosphere of fantasy, childlike fun and a touch of surrealism, allowing the audience to focus completely on this silent and wonderful deconstruction process.", + "seed": 6473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_0/index_9340_seed_6473_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16798549611121416, + "vlm_logprob": -0.16798549611121416, + "vlm_yes_no_margin": 2.924999988079071, + "vlm_token_credit": -0.16798549611121416, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5029895901679993 + ], + "opposite_logprob_tokens": [ + -1.1279895305633545 + ], + "logprob_reward": -0.5029895901679993, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.5029895901679993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3203312158584595, + 0.03336142748594284, + 0.010156961157917976, + 0.013113693334162235, + 0.4939032793045044, + 0.03727523609995842, + 0.016854971647262573, + 0.021504975855350494, + 0.02504478022456169, + 0.02845352701842785 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.5029895901679993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206027418375015 + ], + "opposite_logprob_tokens": [ + -2.8120603561401367 + ], + "logprob_reward": -0.06206027418375015, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206027418375015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41384080052375793, + 0.10095150023698807, + 0.024319998919963837, + 0.015780042856931686, + 0.10026251524686813, + 0.11296328157186508, + 0.06643995642662048, + 0.05336699262261391, + 0.08555657416582108, + 0.02651834860444069 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.06206027418375015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002206987701356411 + ], + "opposite_logprob_tokens": [ + -6.127206802368164 + ], + "logprob_reward": -0.002206987701356411, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002206987701356411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.419715017080307, + 0.15800301730632782, + 0.01799226738512516, + 0.05176834017038345, + 0.07790818065404892, + 0.047440629452466965, + 0.03076856955885887, + 0.030437704175710678, + 0.02916518971323967, + 0.13680104911327362 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.002206987701356411 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059316821396351 + ], + "opposite_logprob_tokens": [ + -3.8955931663513184 + ], + "logprob_reward": -0.02059316821396351, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059316821396351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21866188943386078, + 0.09816916286945343, + 0.038433365523815155, + 0.05383210629224777, + 0.12221172451972961, + 0.06957466900348663, + 0.06903504580259323, + 0.09753968566656113, + 0.08253728598356247, + 0.15000510215759277 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.02059316821396351 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a vast mountain of rough-textured Swiss cheese with holes of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cheese surface have a warm, pale yellow color with an oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an invisible force eroding the side of the cheese mountain, causing it to peel away fragment by fragment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"As the cheese recedes, does the inner structure reveal square or rectangular crispy crackers with jagged edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25207746028900146 + ], + "opposite_logprob_tokens": [ + -1.5020774602890015 + ], + "logprob_reward": -0.25207746028900146, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25207746028900146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.247648224234581, + 0.0394071601331234, + 0.012851135805249214, + 0.013173270039260387, + 0.2971336543560028, + 0.11777674406766891, + 0.015449400059878826, + 0.06138157472014427, + 0.035459332168102264, + 0.15971946716308594 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.25207746028900146 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_1/index_tensor([9850, 9850])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_1/index_tensor([9850, 9850])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c8cc6ecf13d79eb9133363da41b90cef560620a6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_1/index_tensor([9850, 9850])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.", + "seed": 26921, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_1/index_9850_seed_26921_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0723419427871704, + "vlm_logprob": -0.0723419427871704, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.0723419427871704, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11105367541313171 + ], + "opposite_logprob_tokens": [ + -2.486053705215454 + ], + "logprob_reward": -0.11105367541313171, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.11105367541313171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04566986486315727, + 0.813017725944519, + 0.012473596259951591, + 0.046381138265132904, + 0.019525885581970215, + 0.008415287360548973, + 0.008876463398337364, + 0.007627576589584351, + 0.013317675329744816, + 0.024694733321666718 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.11105367541313171 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012562312185764313 + ], + "opposite_logprob_tokens": [ + -4.387562274932861 + ], + "logprob_reward": -0.012562312185764313, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012562312185764313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051835011690855026, + 0.808165967464447, + 0.023532144725322723, + 0.03148958459496498, + 0.02322012558579445, + 0.014866666868329048, + 0.01755855605006218, + 0.009635367430746555, + 0.01033336017280817, + 0.009363229386508465 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.012562312185764313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005438208580017 + ], + "opposite_logprob_tokens": [ + -2.695054292678833 + ], + "logprob_reward": -0.07005438208580017, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005438208580017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025788556784391403, + 0.7997276186943054, + 0.01950344257056713, + 0.03391745686531067, + 0.03844895213842392, + 0.007990206591784954, + 0.017040077596902847, + 0.01803232543170452, + 0.008374637924134731, + 0.03117675520479679 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.07005438208580017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906377851963043 + ], + "opposite_logprob_tokens": [ + -2.464063882827759 + ], + "logprob_reward": -0.08906377851963043, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906377851963043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031394075602293015, + 0.7477402091026306, + 0.023154430091381073, + 0.03516751527786255, + 0.048078663647174835, + 0.025290215387940407, + 0.019856642931699753, + 0.026924235746264458, + 0.028242433443665504, + 0.014151522889733315 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.08906377851963043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897556573152542 + ], + "opposite_logprob_tokens": [ + -2.5789756774902344 + ], + "logprob_reward": -0.07897556573152542, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897556573152542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07050324231386185, + 0.359417200088501, + 0.14088962972164154, + 0.23657868802547455, + 0.029290195554494858, + 0.028746455907821655, + 0.06170997396111488, + 0.03091380186378956, + 0.024311227723956108, + 0.01763962022960186 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.07897556573152542 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.", + "seed": 26922, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_1/index_9850_seed_26922_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19455362632870674, + "vlm_logprob": -0.19455362632870674, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.19455362632870674, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14857329428195953 + ], + "opposite_logprob_tokens": [ + -2.148573398590088 + ], + "logprob_reward": -0.14857329428195953, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.14857329428195953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015855418518185616, + 0.02773410454392433, + 0.03069688193500042, + 0.027488000690937042, + 0.010508357547223568, + 0.00811102893203497, + 0.008708490990102291, + 0.8596828579902649, + 0.006457979790866375, + 0.004756815265864134 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.14857329428195953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311134427785873 + ], + "opposite_logprob_tokens": [ + -3.773311138153076 + ], + "logprob_reward": -0.023311134427785873, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311134427785873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046170301735401154, + 0.24762462079524994, + 0.10565567761659622, + 0.020756471902132034, + 0.016379810869693756, + 0.008042482659220695, + 0.010442358441650867, + 0.494505912065506, + 0.030842022970318794, + 0.019580308347940445 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.023311134427785873 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900729030370712 + ], + "opposite_logprob_tokens": [ + -2.579007387161255 + ], + "logprob_reward": -0.07900729030370712, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900729030370712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025824110954999924, + 0.07879991829395294, + 0.11539407819509506, + 0.006166634615510702, + 0.006151085719466209, + 0.01080637238919735, + 0.014411618001759052, + 0.6856926083564758, + 0.03571377694606781, + 0.021039867773652077 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.07900729030370712 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328434944152832 + ], + "opposite_logprob_tokens": [ + -0.7578434944152832 + ], + "logprob_reward": -0.6328434944152832, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328434944152832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020903656259179115, + 0.030826635658740997, + 0.18254899978637695, + 0.019847599789500237, + 0.009858006611466408, + 0.01610718108713627, + 0.021296633407473564, + 0.563899040222168, + 0.08224327862262726, + 0.05246899276971817 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.6328434944152832 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903291821479797 + ], + "opposite_logprob_tokens": [ + -2.4640328884124756 + ], + "logprob_reward": -0.08903291821479797, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903291821479797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16388234496116638, + 0.25293365120887756, + 0.2418704777956009, + 0.022815201431512833, + 0.02363797463476658, + 0.013399308547377586, + 0.008640055544674397, + 0.15613068640232086, + 0.09475554525852203, + 0.02193480357527733 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.08903291821479797 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.", + "seed": 26923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_1/index_9850_seed_26923_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10054733529686928, + "vlm_logprob": -0.10054733529686928, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.10054733529686928, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22466570138931274 + ], + "opposite_logprob_tokens": [ + -1.724665641784668 + ], + "logprob_reward": -0.22466570138931274, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.22466570138931274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32084885239601135, + 0.039014965295791626, + 0.05500996485352516, + 0.15002642571926117, + 0.056059643626213074, + 0.045880574733018875, + 0.023708397522568703, + 0.037060532718896866, + 0.06538526713848114, + 0.2070053368806839 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.22466570138931274 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088780015707016 + ], + "opposite_logprob_tokens": [ + -4.141088962554932 + ], + "logprob_reward": -0.016088780015707016, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088780015707016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1990547478199005, + 0.20230811834335327, + 0.05944206193089485, + 0.08876962959766388, + 0.0637054443359375, + 0.06396616995334625, + 0.09051842242479324, + 0.051781367510557175, + 0.07544709742069244, + 0.10500698536634445 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.016088780015707016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296258866786957 + ], + "opposite_logprob_tokens": [ + -2.237962484359741 + ], + "logprob_reward": -0.11296258866786957, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296258866786957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15681889653205872, + 0.20687225461006165, + 0.09968865662813187, + 0.20247261226177216, + 0.03178809955716133, + 0.09124360978603363, + 0.03505647927522659, + 0.0302541796118021, + 0.09819965809583664, + 0.04760558903217316 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.11296258866786957 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004360109567642 + ], + "opposite_logprob_tokens": [ + -2.6950435638427734 + ], + "logprob_reward": -0.07004360109567642, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004360109567642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12408994883298874, + 0.08684568107128143, + 0.13841389119625092, + 0.07874374836683273, + 0.04218896105885506, + 0.09030818194150925, + 0.03734239190816879, + 0.09882060438394547, + 0.13555224239826202, + 0.16769440472126007 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.07004360109567642 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897600531578064 + ], + "opposite_logprob_tokens": [ + -2.5789759159088135 + ], + "logprob_reward": -0.07897600531578064, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897600531578064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6644684076309204, + 0.05080705136060715, + 0.03358776867389679, + 0.06616871058940887, + 0.04040807485580444, + 0.029462553560733795, + 0.011300021782517433, + 0.014639434404671192, + 0.031452856957912445, + 0.057705108076334 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.07897600531578064 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.", + "seed": 26924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_1/index_9850_seed_26924_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17455288469791413, + "vlm_logprob": -0.17455288469791413, + "vlm_yes_no_margin": 2.024999976158142, + "vlm_token_credit": -0.17455288469791413, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17184694111347198 + ], + "opposite_logprob_tokens": [ + -2.171846866607666 + ], + "logprob_reward": -0.17184694111347198, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.17184694111347198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19049537181854248, + 0.3485240042209625, + 0.0554032027721405, + 0.0535036064684391, + 0.1544361263513565, + 0.042149923741817474, + 0.030760429799556732, + 0.044394757598638535, + 0.0498974435031414, + 0.03043520823121071 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.17184694111347198 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370346546173096 + ], + "opposite_logprob_tokens": [ + -3.6513702869415283 + ], + "logprob_reward": -0.026370346546173096, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370346546173096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32894742488861084, + 0.23569072782993317, + 0.0452883206307888, + 0.05034680292010307, + 0.06359029561281204, + 0.05299702286720276, + 0.037147000432014465, + 0.10270318388938904, + 0.06526783853769302, + 0.018021324649453163 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.026370346546173096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709718942642212 + ], + "opposite_logprob_tokens": [ + -2.1270971298217773 + ], + "logprob_reward": -0.12709718942642212, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709718942642212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1203078106045723, + 0.27985113859176636, + 0.10459695011377335, + 0.0377068817615509, + 0.1682155579328537, + 0.04659980535507202, + 0.036427345126867294, + 0.0697173923254013, + 0.11555840820074081, + 0.02101867087185383 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.12709718942642212 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38709890842437744 + ], + "opposite_logprob_tokens": [ + -1.1370989084243774 + ], + "logprob_reward": -0.38709890842437744, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38709890842437744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23533394932746887, + 0.09701934456825256, + 0.016450580209493637, + 0.07834760844707489, + 0.19013193249702454, + 0.028666548430919647, + 0.03155335783958435, + 0.08441534638404846, + 0.18120615184307098, + 0.056875187903642654 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.38709890842437744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and tracking smoothly sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sleek, low-slung 4x4 vehicle painted in gleaming, damp gunmetal gray visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 4x4 plow through a large puddle, sending crystalline sprays of water into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a classic steel-framed bicycle with a muted red frame and a rider in a dark raincoat visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature an anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035103797912598 + ], + "opposite_logprob_tokens": [ + -1.910351037979126 + ], + "logprob_reward": -0.16035103797912598, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035103797912598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.397821843624115, + 0.16408926248550415, + 0.05662171542644501, + 0.05451454967260361, + 0.07454098761081696, + 0.07821866124868393, + 0.021417608484625816, + 0.07148655503988266, + 0.05396274849772453, + 0.02732611633837223 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.16035103797912598 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_10/index_tensor([8970, 8970])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_10/index_tensor([8970, 8970])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e93aa3b91f1771e846726c135931dc53dd1f1675 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_10/index_tensor([8970, 8970])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from directly above, the camera slowly and steadily pans from right to left, following the unwinding of a traditional Chinese ink landscape scroll across a dark, polished wooden table. The scroll is made of yellowish rice paper with a natural fiber texture, its edges framed with dark green silk. As the scroll unfolds, a vibrant landscape is revealed: distant mountains, rendered with light ink, have a hazy outline, fading into a shroud of misty clouds. Nearer, the mountains, with their rugged rock formations, are rendered with vigorous brushstrokes and rich, burnt ink, showcasing a rich tapestry of textured textures. At the center of the painting, a vast river meanders through the mountains, flowing through the entire scroll. Most strikingly, the river on the paper is not static. The fluid ink lines that create its ripples seem to come alive, flowing forward with a subtle and magical dynamic effect. Subtle ripples on the water's surface shimmer and shift, creating a sense of the river's unending, onward flow. The entire scene is illuminated by a soft side light, highlighting the texture of the rice paper and the rich layers of ink color, creating a tranquil, ancient and Zen-like poetic atmosphere.", + "seed": 871, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_10/index_8970_seed_871_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10259644817560912, + "vlm_logprob": -0.10259644817560912, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.10259644817560912, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1886935532093048 + ], + "opposite_logprob_tokens": [ + -1.8136935234069824 + ], + "logprob_reward": -0.1886935532093048, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1886935532093048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09897344559431076, + 0.31315967440605164, + 0.061367303133010864, + 0.034943368285894394, + 0.09053917229175568, + 0.046704553067684174, + 0.1303320825099945, + 0.12347506731748581, + 0.06829555332660675, + 0.03220975026488304 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.1886935532093048 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556628286838531 + ], + "opposite_logprob_tokens": [ + -1.6005662679672241 + ], + "logprob_reward": -0.22556628286838531, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556628286838531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2532166838645935, + 0.20471671223640442, + 0.08478236943483353, + 0.062085360288619995, + 0.03989006578922272, + 0.0328538753092289, + 0.05090813711285591, + 0.12083515524864197, + 0.06310564279556274, + 0.08760600537061691 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.22556628286838531 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2544136345386505, + 0.1654915064573288, + 0.07204195857048035, + 0.036986421793699265, + 0.11509805172681808, + 0.034366391599178314, + 0.04411689564585686, + 0.04436541348695755, + 0.12435227632522583, + 0.10876743495464325 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.008648913353681564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085587553679943 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.011085587553679943, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085587553679943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17056788504123688, + 0.34147995710372925, + 0.07547523081302643, + 0.04210064560174942, + 0.06995183974504471, + 0.03330911323428154, + 0.07512356340885162, + 0.0365847609937191, + 0.031283047050237656, + 0.12412390857934952 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.011085587553679943 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898790389299393 + ], + "opposite_logprob_tokens": [ + -2.5789878368377686 + ], + "logprob_reward": -0.07898790389299393, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898790389299393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2633965313434601, + 0.1382608413696289, + 0.04835040494799614, + 0.0496051162481308, + 0.026303937658667564, + 0.04794591665267944, + 0.1153934970498085, + 0.04357470944523811, + 0.07027528434991837, + 0.19689378142356873 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07898790389299393 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from directly above, the camera slowly and steadily pans from right to left, following the unwinding of a traditional Chinese ink landscape scroll across a dark, polished wooden table. The scroll is made of yellowish rice paper with a natural fiber texture, its edges framed with dark green silk. As the scroll unfolds, a vibrant landscape is revealed: distant mountains, rendered with light ink, have a hazy outline, fading into a shroud of misty clouds. Nearer, the mountains, with their rugged rock formations, are rendered with vigorous brushstrokes and rich, burnt ink, showcasing a rich tapestry of textured textures. At the center of the painting, a vast river meanders through the mountains, flowing through the entire scroll. Most strikingly, the river on the paper is not static. The fluid ink lines that create its ripples seem to come alive, flowing forward with a subtle and magical dynamic effect. Subtle ripples on the water's surface shimmer and shift, creating a sense of the river's unending, onward flow. The entire scene is illuminated by a soft side light, highlighting the texture of the rice paper and the rich layers of ink color, creating a tranquil, ancient and Zen-like poetic atmosphere.", + "seed": 872, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_10/index_8970_seed_872_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12249563653022051, + "vlm_logprob": -0.12249563653022051, + "vlm_yes_no_margin": 3.050000011920929, + "vlm_token_credit": -0.12249563653022051, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3597974181175232 + ], + "opposite_logprob_tokens": [ + -1.234797477722168 + ], + "logprob_reward": -0.3597974181175232, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3597974181175232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16067998111248016, + 0.0784023106098175, + 0.13355770707130432, + 0.045899610966444016, + 0.09933369606733322, + 0.07488831877708435, + 0.04974328354001045, + 0.21539567410945892, + 0.044510845094919205, + 0.09758856147527695 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.3597974181175232 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037754714488983 + ], + "opposite_logprob_tokens": [ + -1.9103775024414062 + ], + "logprob_reward": -0.16037754714488983, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037754714488983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05299847573041916, + 0.022841928526759148, + 0.020616978406906128, + 0.021646780893206596, + 0.4523492157459259, + 0.06340523809194565, + 0.0276393573731184, + 0.10070911794900894, + 0.12736383080482483, + 0.11042903363704681 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.16037754714488983 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646101035177708 + ], + "opposite_logprob_tokens": [ + -5.379646301269531 + ], + "logprob_reward": -0.004646101035177708, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646101035177708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12542051076889038, + 0.03874979540705681, + 0.14628024399280548, + 0.058954376727342606, + 0.32297569513320923, + 0.03679908066987991, + 0.04341587796807289, + 0.09155140072107315, + 0.04559415951371193, + 0.09025881439447403 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.004646101035177708 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651040494441986 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651040494441986, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651040494441986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15411974489688873, + 0.0214539747685194, + 0.16351035237312317, + 0.07038509100675583, + 0.4138883650302887, + 0.02457476779818535, + 0.024300703778862953, + 0.01583368517458439, + 0.08145793527364731, + 0.030475378036499023 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.008651040494441986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900607585906982 + ], + "opposite_logprob_tokens": [ + -2.5790061950683594 + ], + "logprob_reward": -0.07900607585906982, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900607585906982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05926468223333359, + 0.04131593182682991, + 0.07818683981895447, + 0.05377078056335449, + 0.087723009288311, + 0.06576986610889435, + 0.07364839315414429, + 0.022112390026450157, + 0.2635667324066162, + 0.25464147329330444 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.07900607585906982 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from directly above, the camera slowly and steadily pans from right to left, following the unwinding of a traditional Chinese ink landscape scroll across a dark, polished wooden table. The scroll is made of yellowish rice paper with a natural fiber texture, its edges framed with dark green silk. As the scroll unfolds, a vibrant landscape is revealed: distant mountains, rendered with light ink, have a hazy outline, fading into a shroud of misty clouds. Nearer, the mountains, with their rugged rock formations, are rendered with vigorous brushstrokes and rich, burnt ink, showcasing a rich tapestry of textured textures. At the center of the painting, a vast river meanders through the mountains, flowing through the entire scroll. Most strikingly, the river on the paper is not static. The fluid ink lines that create its ripples seem to come alive, flowing forward with a subtle and magical dynamic effect. Subtle ripples on the water's surface shimmer and shift, creating a sense of the river's unending, onward flow. The entire scene is illuminated by a soft side light, highlighting the texture of the rice paper and the rich layers of ink color, creating a tranquil, ancient and Zen-like poetic atmosphere.", + "seed": 873, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_10/index_8970_seed_873_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18606729973107577, + "vlm_logprob": -0.18606729973107577, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.18606729973107577, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5813185572624207 + ], + "opposite_logprob_tokens": [ + -0.8313185572624207 + ], + "logprob_reward": -0.5813185572624207, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5813185572624207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22308418154716492, + 0.07705467194318771, + 0.3212779760360718, + 0.06154565140604973, + 0.047696519643068314, + 0.04404281824827194, + 0.028059478849172592, + 0.07912451773881912, + 0.07389655709266663, + 0.04421760141849518 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.5813185572624207 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988896369934082 + ], + "opposite_logprob_tokens": [ + -1.8048889636993408 + ], + "logprob_reward": -0.17988896369934082, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988896369934082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16013389825820923, + 0.04089748486876488, + 0.3158746361732483, + 0.08087331056594849, + 0.05758940801024437, + 0.04286721721291542, + 0.030010517686605453, + 0.11139557510614395, + 0.07721008360385895, + 0.08314790576696396 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.17988896369934082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040998938493430614 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.0040998938493430614, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040998938493430614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12880481779575348, + 0.06226853281259537, + 0.4936704933643341, + 0.07974955439567566, + 0.05688498169183731, + 0.02731972001492977, + 0.049477469176054, + 0.03690319135785103, + 0.027995260432362556, + 0.0369260236620903 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0040998938493430614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643609281629324 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643609281629324, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643609281629324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26262563467025757, + 0.04377959296107292, + 0.300202339887619, + 0.10504698753356934, + 0.04035745933651924, + 0.06870166957378387, + 0.04753730446100235, + 0.08641210943460464, + 0.026741400361061096, + 0.01859555020928383 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.004643609281629324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038547456264496 + ], + "opposite_logprob_tokens": [ + -1.9103854894638062 + ], + "logprob_reward": -0.16038547456264496, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038547456264496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15304900705814362, + 0.03162958100438118, + 0.3239654302597046, + 0.07063546776771545, + 0.057754646986722946, + 0.12986767292022705, + 0.04405719414353371, + 0.13845698535442352, + 0.027136700227856636, + 0.023447323590517044 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.16038547456264496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from directly above, the camera slowly and steadily pans from right to left, following the unwinding of a traditional Chinese ink landscape scroll across a dark, polished wooden table. The scroll is made of yellowish rice paper with a natural fiber texture, its edges framed with dark green silk. As the scroll unfolds, a vibrant landscape is revealed: distant mountains, rendered with light ink, have a hazy outline, fading into a shroud of misty clouds. Nearer, the mountains, with their rugged rock formations, are rendered with vigorous brushstrokes and rich, burnt ink, showcasing a rich tapestry of textured textures. At the center of the painting, a vast river meanders through the mountains, flowing through the entire scroll. Most strikingly, the river on the paper is not static. The fluid ink lines that create its ripples seem to come alive, flowing forward with a subtle and magical dynamic effect. Subtle ripples on the water's surface shimmer and shift, creating a sense of the river's unending, onward flow. The entire scene is illuminated by a soft side light, highlighting the texture of the rice paper and the rich layers of ink color, creating a tranquil, ancient and Zen-like poetic atmosphere.", + "seed": 874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_10/index_8970_seed_874_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11051646303385496, + "vlm_logprob": -0.11051646303385496, + "vlm_yes_no_margin": 3.275000047683716, + "vlm_token_credit": -0.11051646303385496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1507367342710495 + ], + "opposite_logprob_tokens": [ + -2.0257368087768555 + ], + "logprob_reward": -0.1507367342710495, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1507367342710495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06170905381441116, + 0.07390056550502777, + 0.05593524128198624, + 0.0804089605808258, + 0.0530678890645504, + 0.023596160113811493, + 0.04311492666602135, + 0.039943400770425797, + 0.038772888481616974, + 0.5295509099960327 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.1507367342710495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279498159885406 + ], + "opposite_logprob_tokens": [ + -2.0177950859069824 + ], + "logprob_reward": -0.14279498159885406, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279498159885406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43851134181022644, + 0.1852642297744751, + 0.10387729853391647, + 0.043974097818136215, + 0.023096032440662384, + 0.023876555263996124, + 0.01531381718814373, + 0.031141798943281174, + 0.03716769069433212, + 0.09777717292308807 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14279498159885406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002825318370014429 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.002825318370014429, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002825318370014429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20787779986858368, + 0.08834660798311234, + 0.21204224228858948, + 0.08149935305118561, + 0.03342344984412193, + 0.07023568451404572, + 0.03966331481933594, + 0.0419306755065918, + 0.045921169221401215, + 0.1790597289800644 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.002825318370014429 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098706413060427 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098706413060427, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098706413060427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1150236502289772, + 0.1564370095729828, + 0.08578795194625854, + 0.13284310698509216, + 0.07756129652261734, + 0.03455019369721413, + 0.02465423382818699, + 0.02176455594599247, + 0.03779006376862526, + 0.3135879635810852 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.004098706413060427 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a close-up shot directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional Chinese ink landscape scroll visible on a dark, polished wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scroll feature yellowish rice paper with dark green silk edges and a vibrant landscape including mountains and a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the ink lines forming the river ripples appear to flow dynamically rather than remaining static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521265745162964 + ], + "opposite_logprob_tokens": [ + -1.5021265745162964 + ], + "logprob_reward": -0.2521265745162964, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521265745162964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2940841317176819, + 0.10535867512226105, + 0.04509998857975006, + 0.1463760882616043, + 0.043031539767980576, + 0.045582182705402374, + 0.07030481845140457, + 0.0686512440443039, + 0.04868447408080101, + 0.13282689452171326 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.2521265745162964 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_11/index_tensor([6778, 6778])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_11/index_tensor([6778, 6778])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..188ab5d8f68ec5f27fd4341311764346f972c907 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_11/index_tensor([6778, 6778])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, sideways, low-angle, medium shot closely follows a young man, perhaps sixteen or seventeen, as he vigorously pedals a slightly rusty, dark green, vintage geared bicycle. He leans forward, practically standing on the pedals. Beads of sweat drip from his windswept, short black hair, his forehead smeared with sweat. He grits his teeth, his eyes fixed intently on the road ahead. He wears a slightly oversized gray hooded sweatshirt, sleeves rolled up to his elbows, revealing his forearms taut with effort. Each pedal stroke unleashes a powerful, rhythmic force, causing the bicycle to sway slightly at high speed. He zips along a narrow asphalt street lined with tightly packed, five- or six-story, old-fashioned residential buildings with slightly creaking walls. Colorful laundry hangs on the balconies, and old-fashioned air conditioner units hang from the windows. Golden evening sunlight slants through the gaps between buildings, casting long, rapidly moving shadows on the ground. The rapid camera movement transforms the residential buildings and stationary objects in the background into blurred lines sweeping backward. The dominant tones of the entire image are warm and nostalgic, and the light outlines the young man's powerful silhouette, creating a dynamic atmosphere full of youthful energy, endless struggle, and a touch of nostalgia.", + "seed": 18766, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_11/index_6778_seed_18766_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012804419035091996, + "vlm_logprob": -0.012804419035091996, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.012804419035091996, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03617114946246147 + ], + "opposite_logprob_tokens": [ + -3.4111711978912354 + ], + "logprob_reward": -0.03617114946246147, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03617114946246147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17878037691116333, + 0.08004743605852127, + 0.12546584010124207, + 0.07035048305988312, + 0.10037312656641006, + 0.11597435176372528, + 0.07041564583778381, + 0.11655101925134659, + 0.06461077183485031, + 0.07743088155984879 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.03617114946246147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108570583164692 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.01108570583164692, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108570583164692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17425911128520966, + 0.18061158061027527, + 0.20937970280647278, + 0.054280851036310196, + 0.08441371470689774, + 0.03290710598230362, + 0.0851333886384964, + 0.06619347631931305, + 0.040781959891319275, + 0.07203903049230576 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.01108570583164692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951895844191313 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951895844191313, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951895844191313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14255361258983612, + 0.07648205012083054, + 0.2162657231092453, + 0.05207832530140877, + 0.19210298359394073, + 0.1626984030008316, + 0.03638458624482155, + 0.04797426983714104, + 0.034124694764614105, + 0.039335355162620544 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.005951895844191313 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031901916954666376 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.0031901916954666376, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031901916954666376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2166585922241211, + 0.13974568247795105, + 0.3019998371601105, + 0.024776138365268707, + 0.06551697850227356, + 0.04030049964785576, + 0.051270756870508194, + 0.0694410428404808, + 0.041205789893865585, + 0.04908469691872597 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0031901916954666376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762315234169364 + ], + "opposite_logprob_tokens": [ + -4.882623195648193 + ], + "logprob_reward": -0.00762315234169364, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762315234169364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13110296428203583, + 0.061041612178087234, + 0.09174440056085587, + 0.062148675322532654, + 0.05988706648349762, + 0.13111074268817902, + 0.07815109938383102, + 0.06661984324455261, + 0.12681394815444946, + 0.19137972593307495 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.00762315234169364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, sideways, low-angle, medium shot closely follows a young man, perhaps sixteen or seventeen, as he vigorously pedals a slightly rusty, dark green, vintage geared bicycle. He leans forward, practically standing on the pedals. Beads of sweat drip from his windswept, short black hair, his forehead smeared with sweat. He grits his teeth, his eyes fixed intently on the road ahead. He wears a slightly oversized gray hooded sweatshirt, sleeves rolled up to his elbows, revealing his forearms taut with effort. Each pedal stroke unleashes a powerful, rhythmic force, causing the bicycle to sway slightly at high speed. He zips along a narrow asphalt street lined with tightly packed, five- or six-story, old-fashioned residential buildings with slightly creaking walls. Colorful laundry hangs on the balconies, and old-fashioned air conditioner units hang from the windows. Golden evening sunlight slants through the gaps between buildings, casting long, rapidly moving shadows on the ground. The rapid camera movement transforms the residential buildings and stationary objects in the background into blurred lines sweeping backward. The dominant tones of the entire image are warm and nostalgic, and the light outlines the young man's powerful silhouette, creating a dynamic atmosphere full of youthful energy, endless struggle, and a touch of nostalgia.", + "seed": 18767, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_11/index_6778_seed_18767_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012943345028907061, + "vlm_logprob": -0.012943345028907061, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.012943345028907061, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03489504009485245 + ], + "opposite_logprob_tokens": [ + -3.4098949432373047 + ], + "logprob_reward": -0.03489504009485245, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03489504009485245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08220179378986359, + 0.06931077688932419, + 0.02575468085706234, + 0.09165573120117188, + 0.06457426398992538, + 0.046460166573524475, + 0.1805604249238968, + 0.07521789520978928, + 0.10432390123605728, + 0.25994038581848145 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.03489504009485245 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108983252197504 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.01108983252197504, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108983252197504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1146950051188469, + 0.05940106883645058, + 0.03376416489481926, + 0.04868891462683678, + 0.055830128490924835, + 0.020802179351449013, + 0.1975458860397339, + 0.08594261854887009, + 0.05425090342760086, + 0.32907912135124207 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.01108983252197504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743649020791054 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743649020791054, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743649020791054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08553986996412277, + 0.05857117101550102, + 0.030086597427725792, + 0.061600521206855774, + 0.06487424671649933, + 0.03200956806540489, + 0.1944904923439026, + 0.15397635102272034, + 0.16639046370983124, + 0.15246079862117767 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.006743649020791054 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737373303622007 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737373303622007, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737373303622007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11418664455413818, + 0.0513526052236557, + 0.053342971950769424, + 0.11944197118282318, + 0.06617113202810287, + 0.0946435034275055, + 0.03231529891490936, + 0.1133108139038086, + 0.0555705688893795, + 0.2996644973754883 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.006737373303622007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250830203294754 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.005250830203294754, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250830203294754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23627932369709015, + 0.03338566794991493, + 0.026671338826417923, + 0.02835000492632389, + 0.05973026901483536, + 0.035187978297472, + 0.08651070296764374, + 0.1335732340812683, + 0.025885507464408875, + 0.3344259560108185 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.005250830203294754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, sideways, low-angle, medium shot closely follows a young man, perhaps sixteen or seventeen, as he vigorously pedals a slightly rusty, dark green, vintage geared bicycle. He leans forward, practically standing on the pedals. Beads of sweat drip from his windswept, short black hair, his forehead smeared with sweat. He grits his teeth, his eyes fixed intently on the road ahead. He wears a slightly oversized gray hooded sweatshirt, sleeves rolled up to his elbows, revealing his forearms taut with effort. Each pedal stroke unleashes a powerful, rhythmic force, causing the bicycle to sway slightly at high speed. He zips along a narrow asphalt street lined with tightly packed, five- or six-story, old-fashioned residential buildings with slightly creaking walls. Colorful laundry hangs on the balconies, and old-fashioned air conditioner units hang from the windows. Golden evening sunlight slants through the gaps between buildings, casting long, rapidly moving shadows on the ground. The rapid camera movement transforms the residential buildings and stationary objects in the background into blurred lines sweeping backward. The dominant tones of the entire image are warm and nostalgic, and the light outlines the young man's powerful silhouette, creating a dynamic atmosphere full of youthful energy, endless struggle, and a touch of nostalgia.", + "seed": 18768, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_11/index_6778_seed_18768_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021327711828052997, + "vlm_logprob": -0.021327711828052997, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.021327711828052997, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06450840085744858 + ], + "opposite_logprob_tokens": [ + -2.8145084381103516 + ], + "logprob_reward": -0.06450840085744858, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06450840085744858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3403624892234802, + 0.03573743626475334, + 0.03563200682401657, + 0.041640084236860275, + 0.04323170334100723, + 0.07337592542171478, + 0.07395245879888535, + 0.2444251924753189, + 0.025552531704306602, + 0.08609014749526978 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.06450840085744858 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555954977869987 + ], + "opposite_logprob_tokens": [ + -4.387556076049805 + ], + "logprob_reward": -0.012555954977869987, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555954977869987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1531287580728531, + 0.06988866627216339, + 0.05234435573220253, + 0.03311830013990402, + 0.06113775819540024, + 0.06261840462684631, + 0.03883425518870354, + 0.4014197885990143, + 0.02326369285583496, + 0.10424601286649704 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.012555954977869987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420446764677763 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.01420446764677763, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420446764677763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19848285615444183, + 0.05755104124546051, + 0.06079234555363655, + 0.05159863829612732, + 0.05010157823562622, + 0.059196583926677704, + 0.09759873151779175, + 0.0981120765209198, + 0.02378188632428646, + 0.3027842938899994 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.01420446764677763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734294816851616 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734294816851616, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734294816851616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20442475378513336, + 0.04454388841986656, + 0.03515252843499184, + 0.07360794395208359, + 0.06178276985883713, + 0.28189221024513245, + 0.05539402738213539, + 0.15930131077766418, + 0.030375273898243904, + 0.053525231778621674 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.006734294816851616 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635440841317177 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635440841317177, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635440841317177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1799621433019638, + 0.0734940841794014, + 0.09325527399778366, + 0.09553511440753937, + 0.10568075627088547, + 0.05605686828494072, + 0.06894878298044205, + 0.11030079424381256, + 0.029165424406528473, + 0.187600776553154 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.008635440841317177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, sideways, low-angle, medium shot closely follows a young man, perhaps sixteen or seventeen, as he vigorously pedals a slightly rusty, dark green, vintage geared bicycle. He leans forward, practically standing on the pedals. Beads of sweat drip from his windswept, short black hair, his forehead smeared with sweat. He grits his teeth, his eyes fixed intently on the road ahead. He wears a slightly oversized gray hooded sweatshirt, sleeves rolled up to his elbows, revealing his forearms taut with effort. Each pedal stroke unleashes a powerful, rhythmic force, causing the bicycle to sway slightly at high speed. He zips along a narrow asphalt street lined with tightly packed, five- or six-story, old-fashioned residential buildings with slightly creaking walls. Colorful laundry hangs on the balconies, and old-fashioned air conditioner units hang from the windows. Golden evening sunlight slants through the gaps between buildings, casting long, rapidly moving shadows on the ground. The rapid camera movement transforms the residential buildings and stationary objects in the background into blurred lines sweeping backward. The dominant tones of the entire image are warm and nostalgic, and the light outlines the young man's powerful silhouette, creating a dynamic atmosphere full of youthful energy, endless struggle, and a touch of nostalgia.", + "seed": 18769, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_11/index_6778_seed_18769_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025688023678958415, + "vlm_logprob": -0.025688023678958415, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.025688023678958415, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09211853891611099 + ], + "opposite_logprob_tokens": [ + -2.467118501663208 + ], + "logprob_reward": -0.09211853891611099, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09211853891611099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3351370692253113, + 0.15503321588039398, + 0.10839353501796722, + 0.030721154063940048, + 0.03414863720536232, + 0.1786850243806839, + 0.02090669423341751, + 0.03257567435503006, + 0.0495084710419178, + 0.05489056557416916 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.09211853891611099 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556779198348522 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556779198348522, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556779198348522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0958315059542656, + 0.12722259759902954, + 0.10622231662273407, + 0.048390116542577744, + 0.12772423028945923, + 0.18489544093608856, + 0.030557813122868538, + 0.04063010588288307, + 0.06936238706111908, + 0.16916340589523315 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.012556779198348522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082876473665237 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082876473665237, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082876473665237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12747061252593994, + 0.12210774421691895, + 0.07787547260522842, + 0.05728406086564064, + 0.023143604397773743, + 0.04495435580611229, + 0.05084642022848129, + 0.03714953735470772, + 0.1605600118637085, + 0.29860812425613403 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.011082876473665237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735123693943024 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735123693943024, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735123693943024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22514380514621735, + 0.10305843502283096, + 0.0934985801577568, + 0.14100782573223114, + 0.04040338099002838, + 0.09284057468175888, + 0.08244495838880539, + 0.06114248186349869, + 0.05085817351937294, + 0.10960177332162857 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.006735123693943024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man (approximately sixteen or seventeen) vigorously pedaling a vintage geared bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle dark green, slightly rusty, and does the rider lean forward with his hands on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rider wear a slightly oversized gray hooded sweatshirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow asphalt street lined with old-fashioned five- or six-story residential buildings featuring colorful laundry and air conditioner units?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle medium shot that moves rapidly sideways, causing the background buildings to blur into sweeping lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946800112724304 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946800112724304, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946800112724304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07945051044225693, + 0.04294469952583313, + 0.16582609713077545, + 0.13861143589019775, + 0.06973046064376831, + 0.15732865035533905, + 0.02420472353696823, + 0.02114386484026909, + 0.2567944824695587, + 0.043965067714452744 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.005946800112724304 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_12/index_tensor([7094, 7094])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_12/index_tensor([7094, 7094])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1e5fe998bcb9b5c15c57e4227f10476f9ca3524c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_12/index_tensor([7094, 7094])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, the camera moving steadily to the right from a slightly low angle, follows a woman whose long, jet-black hair is meticulously tied into a towering, exquisite, classical bun. A white jade hairpin carved with auspicious clouds sits diagonally in her hair, framing her delicate, serene features. She wears an elegant Hanfu (Chinese traditional clothing): a moon-white silk cross-collared tunic, the cuffs and collar embroidered with orchid motifs in pale cyan silk thread. Beneath it is a wide, aquamarine waist-length skirt. She walks through an ancient courtyard, shrouded in dappled light and shadow. Under her feet are bluestone slabs, smooth and rounded by the erosion of time, with clumps of verdant moss dotting the crevices between the slabs. Her steps are light and deliberate, her posture erect, each almost silent. The wide hem of her skirt and sleeves ripples gently with her steps and the passing breeze, like water. The warm afternoon sun shines through the gnarled branches of the ancient trees in the courtyard, casting ever-changing, dappled shadows on the ground and her skirt. The vermilion wooden columns and carved window lattices are faintly visible in the background. Under the soft light, the whole scene presents a tranquil, distant, and aesthetic atmosphere full of classical poetry.", + "seed": 16974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_12/index_7094_seed_16974_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03449732530862093, + "vlm_logprob": -0.03449732530862093, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.03449732530862093, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023713314905762672 + ], + "opposite_logprob_tokens": [ + -3.7737133502960205 + ], + "logprob_reward": -0.023713314905762672, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023713314905762672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1017923653125763, + 0.1016438752412796, + 0.08068899065256119, + 0.029917944222688675, + 0.4160248339176178, + 0.09757396578788757, + 0.04407789185643196, + 0.03099909797310829, + 0.022477153688669205, + 0.0748038962483406 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.023713314905762672 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357341557741165 + ], + "opposite_logprob_tokens": [ + -3.651357412338257 + ], + "logprob_reward": -0.026357341557741165, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357341557741165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1249903216958046, + 0.08757758885622025, + 0.19748854637145996, + 0.03612073138356209, + 0.07796034216880798, + 0.06496584415435791, + 0.11614920943975449, + 0.051259249448776245, + 0.1044328436255455, + 0.13905537128448486 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.026357341557741165 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797280207276344 + ], + "opposite_logprob_tokens": [ + -3.529797315597534 + ], + "logprob_reward": -0.029797280207276344, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797280207276344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048402342945337296, + 0.13684511184692383, + 0.0723150372505188, + 0.02510392665863037, + 0.31536585092544556, + 0.30524149537086487, + 0.02745923399925232, + 0.026204099878668785, + 0.019709160551428795, + 0.023353680968284607 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.029797280207276344 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003610522486269474 + ], + "opposite_logprob_tokens": [ + -5.628610610961914 + ], + "logprob_reward": -0.003610522486269474, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003610522486269474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17985980212688446, + 0.23196221888065338, + 0.061542171984910965, + 0.08867105841636658, + 0.09027395397424698, + 0.05592142790555954, + 0.05490834638476372, + 0.06956006586551666, + 0.09410850703716278, + 0.07319244742393494 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.003610522486269474 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900816738605499 + ], + "opposite_logprob_tokens": [ + -2.464008092880249 + ], + "logprob_reward": -0.08900816738605499, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900816738605499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09688465297222137, + 0.11707030981779099, + 0.36462515592575073, + 0.059128161519765854, + 0.1127571314573288, + 0.055320411920547485, + 0.055727601051330566, + 0.03799227625131607, + 0.06624794006347656, + 0.034246377646923065 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.08900816738605499 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, the camera moving steadily to the right from a slightly low angle, follows a woman whose long, jet-black hair is meticulously tied into a towering, exquisite, classical bun. A white jade hairpin carved with auspicious clouds sits diagonally in her hair, framing her delicate, serene features. She wears an elegant Hanfu (Chinese traditional clothing): a moon-white silk cross-collared tunic, the cuffs and collar embroidered with orchid motifs in pale cyan silk thread. Beneath it is a wide, aquamarine waist-length skirt. She walks through an ancient courtyard, shrouded in dappled light and shadow. Under her feet are bluestone slabs, smooth and rounded by the erosion of time, with clumps of verdant moss dotting the crevices between the slabs. Her steps are light and deliberate, her posture erect, each almost silent. The wide hem of her skirt and sleeves ripples gently with her steps and the passing breeze, like water. The warm afternoon sun shines through the gnarled branches of the ancient trees in the courtyard, casting ever-changing, dappled shadows on the ground and her skirt. The vermilion wooden columns and carved window lattices are faintly visible in the background. Under the soft light, the whole scene presents a tranquil, distant, and aesthetic atmosphere full of classical poetry.", + "seed": 16975, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_12/index_7094_seed_16975_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0252385837957263, + "vlm_logprob": -0.0252385837957263, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.0252385837957263, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007228412665426731 + ], + "opposite_logprob_tokens": [ + -5.007228374481201 + ], + "logprob_reward": -0.007228412665426731, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007228412665426731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15424983203411102, + 0.035211484879255295, + 0.05119173973798752, + 0.051783010363578796, + 0.3319765627384186, + 0.018480217084288597, + 0.0635165274143219, + 0.04093991592526436, + 0.11740673333406448, + 0.1352439820766449 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.007228412665426731 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645722642540932 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645722642540932, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645722642540932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2628648281097412, + 0.058578163385391235, + 0.04190080612897873, + 0.08604785799980164, + 0.16502104699611664, + 0.035174425691366196, + 0.035012129694223404, + 0.0758429765701294, + 0.08061195909976959, + 0.15894578397274017 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.008645722642540932 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064027324318886 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064027324318886, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064027324318886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10661693662405014, + 0.03354862704873085, + 0.053580041974782944, + 0.025685621425509453, + 0.524305522441864, + 0.019162120297551155, + 0.03193728253245354, + 0.03482683375477791, + 0.06889889389276505, + 0.10143807530403137 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.016064027324318886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00524691678583622 + ], + "opposite_logprob_tokens": [ + -5.255247116088867 + ], + "logprob_reward": -0.00524691678583622, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00524691678583622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09418756514787674, + 0.07201892882585526, + 0.15349912643432617, + 0.136453777551651, + 0.1716250330209732, + 0.18143334984779358, + 0.027122845873236656, + 0.028685027733445168, + 0.038720425218343735, + 0.09625396132469177 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.00524691678583622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900783956050873 + ], + "opposite_logprob_tokens": [ + -2.46400785446167 + ], + "logprob_reward": -0.08900783956050873, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900783956050873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1277504861354828, + 0.08635607361793518, + 0.06086765229701996, + 0.11207258701324463, + 0.12988293170928955, + 0.0359368771314621, + 0.1915111541748047, + 0.025953292846679688, + 0.1622219830751419, + 0.06744697690010071 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.08900783956050873 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, the camera moving steadily to the right from a slightly low angle, follows a woman whose long, jet-black hair is meticulously tied into a towering, exquisite, classical bun. A white jade hairpin carved with auspicious clouds sits diagonally in her hair, framing her delicate, serene features. She wears an elegant Hanfu (Chinese traditional clothing): a moon-white silk cross-collared tunic, the cuffs and collar embroidered with orchid motifs in pale cyan silk thread. Beneath it is a wide, aquamarine waist-length skirt. She walks through an ancient courtyard, shrouded in dappled light and shadow. Under her feet are bluestone slabs, smooth and rounded by the erosion of time, with clumps of verdant moss dotting the crevices between the slabs. Her steps are light and deliberate, her posture erect, each almost silent. The wide hem of her skirt and sleeves ripples gently with her steps and the passing breeze, like water. The warm afternoon sun shines through the gnarled branches of the ancient trees in the courtyard, casting ever-changing, dappled shadows on the ground and her skirt. The vermilion wooden columns and carved window lattices are faintly visible in the background. Under the soft light, the whole scene presents a tranquil, distant, and aesthetic atmosphere full of classical poetry.", + "seed": 16976, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_12/index_7094_seed_16976_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03087300113402307, + "vlm_logprob": -0.03087300113402307, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.03087300113402307, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011568604968488216 + ], + "opposite_logprob_tokens": [ + -4.511568546295166 + ], + "logprob_reward": -0.011568604968488216, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011568604968488216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1970372051000595, + 0.05223957449197769, + 0.038444697856903076, + 0.09098274260759354, + 0.0797918289899826, + 0.039898186922073364, + 0.048555888235569, + 0.06842485815286636, + 0.05013585090637207, + 0.33448919653892517 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.011568604968488216 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550893239676952 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550893239676952, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550893239676952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1185186356306076, + 0.05281432345509529, + 0.03913004696369171, + 0.1445847600698471, + 0.08650198578834534, + 0.026862652972340584, + 0.056122444570064545, + 0.22462989389896393, + 0.025299904868006706, + 0.2255352884531021 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.012550893239676952 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634689211845398 + ], + "opposite_logprob_tokens": [ + -3.6513469219207764 + ], + "logprob_reward": -0.02634689211845398, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634689211845398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09528390318155289, + 0.10355840623378754, + 0.044101372361183167, + 0.05043724551796913, + 0.1026582196354866, + 0.041355255991220474, + 0.03336477279663086, + 0.059206537902355194, + 0.02728862315416336, + 0.4427456855773926 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.02634689211845398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036126605700701475 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.0036126605700701475, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036126605700701475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18072636425495148, + 0.037686850875616074, + 0.0631466880440712, + 0.07010004669427872, + 0.11599018424749374, + 0.12863008677959442, + 0.09346015751361847, + 0.13170906901359558, + 0.039489343762397766, + 0.13906119763851166 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0036126605700701475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028595477342606 + ], + "opposite_logprob_tokens": [ + -2.3502860069274902 + ], + "logprob_reward": -0.10028595477342606, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028595477342606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11844304203987122, + 0.0817873626947403, + 0.04078254476189613, + 0.06404860317707062, + 0.02905881404876709, + 0.10012727975845337, + 0.16265027225017548, + 0.09612999111413956, + 0.07128920406103134, + 0.23568299412727356 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.10028595477342606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, the camera moving steadily to the right from a slightly low angle, follows a woman whose long, jet-black hair is meticulously tied into a towering, exquisite, classical bun. A white jade hairpin carved with auspicious clouds sits diagonally in her hair, framing her delicate, serene features. She wears an elegant Hanfu (Chinese traditional clothing): a moon-white silk cross-collared tunic, the cuffs and collar embroidered with orchid motifs in pale cyan silk thread. Beneath it is a wide, aquamarine waist-length skirt. She walks through an ancient courtyard, shrouded in dappled light and shadow. Under her feet are bluestone slabs, smooth and rounded by the erosion of time, with clumps of verdant moss dotting the crevices between the slabs. Her steps are light and deliberate, her posture erect, each almost silent. The wide hem of her skirt and sleeves ripples gently with her steps and the passing breeze, like water. The warm afternoon sun shines through the gnarled branches of the ancient trees in the courtyard, casting ever-changing, dappled shadows on the ground and her skirt. The vermilion wooden columns and carved window lattices are faintly visible in the background. Under the soft light, the whole scene presents a tranquil, distant, and aesthetic atmosphere full of classical poetry.", + "seed": 16977, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_12/index_7094_seed_16977_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.039911382179707286, + "vlm_logprob": -0.039911382179707286, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.039911382179707286, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011703992262482643 + ], + "opposite_logprob_tokens": [ + -4.511703968048096 + ], + "logprob_reward": -0.011703992262482643, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011703992262482643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18874621391296387, + 0.0756189301609993, + 0.13201655447483063, + 0.1974920630455017, + 0.029310105368494987, + 0.04007991775870323, + 0.053001731634140015, + 0.16801048815250397, + 0.06062652915716171, + 0.05509744584560394 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.011703992262482643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194913864135742 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.018194913864135742, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194913864135742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16699883341789246, + 0.11480383574962616, + 0.1610121876001358, + 0.2806481719017029, + 0.07383842766284943, + 0.02814621664583683, + 0.0424284003674984, + 0.035679519176483154, + 0.063079334795475, + 0.03336501121520996 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.018194913864135742 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282600566744804 + ], + "opposite_logprob_tokens": [ + -3.773282527923584 + ], + "logprob_reward": -0.023282600566744804, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282600566744804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20320549607276917, + 0.05860607698559761, + 0.14876851439476013, + 0.28787657618522644, + 0.03722058981657028, + 0.037558816373348236, + 0.0470743291079998, + 0.06305979192256927, + 0.08009901642799377, + 0.03653080016374588 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.023282600566744804 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036104037426412106 + ], + "opposite_logprob_tokens": [ + -5.628610610961914 + ], + "logprob_reward": -0.0036104037426412106, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036104037426412106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09112504869699478, + 0.02253679372370243, + 0.041677456349134445, + 0.18542636930942535, + 0.1654207557439804, + 0.05370099097490311, + 0.008869694545865059, + 0.029474295675754547, + 0.37798386812210083, + 0.023784730583429337 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.0036104037426412106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman with long, jet-black hair tied in a classical bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared tunic with pale cyan orchid embroidery and an aquamarine waist-length skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a white jade hairpin carved with auspicious clouds visible diagonally in her hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in an ancient courtyard with bluestone slabs, verdant moss, and vermilion wooden columns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move steadily to the right from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276500046253204 + ], + "opposite_logprob_tokens": [ + -2.0177650451660156 + ], + "logprob_reward": -0.14276500046253204, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276500046253204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15210609138011932, + 0.06908231973648071, + 0.07785314321517944, + 0.20353157818317413, + 0.062353722751140594, + 0.15454699099063873, + 0.04336119815707207, + 0.0959223061800003, + 0.043519362807273865, + 0.09772325307130814 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.14276500046253204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_13/index_tensor([293, 293])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_13/index_tensor([293, 293])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8092371a5a26f0b0b218cff42b130de430ff3459 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_13/index_tensor([293, 293])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "drone shot, starting from a low angle behind the goal, then slowly rising and retreating, captures a surreal spectacle. A neatly manicured, lush green professional football field, with its distinct white boundary lines and penalty area markings, is being smoothly rolled up like a vast green carpet. The process begins at one end, at the goal line, as a massive, thick roll of turf steadily and inexorably advances toward the center of the field, its edges uniform. As the roll's diameter grows, it acts like a giant roller, uprooting the entire field, revealing the dark brown, slightly moist soil beneath, creating a sharp, shifting boundary between the rolled-up turf and the bare earth. The soft, slanting morning sunlight filters through the empty stadium, casting long, dramatic shadows across the texture of the turf and the cross-section of the rolled-up turf, highlighting the details of the grass roots separating from the soil. The entire picture unfolds in a grand yet quiet atmosphere, showing a transformation process that subverts the norm, full of visual wonders and an almost magical tranquility.", + "seed": 4412, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_13/index_293_seed_4412_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09958807919174432, + "vlm_logprob": -0.09958807919174432, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.09958807919174432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3494417667388916 + ], + "opposite_logprob_tokens": [ + -1.2244417667388916 + ], + "logprob_reward": -0.3494417667388916, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3494417667388916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08318401873111725, + 0.021128546446561813, + 0.5209466218948364, + 0.08110861480236053, + 0.02364981733262539, + 0.06798770278692245, + 0.06699150055646896, + 0.019296010956168175, + 0.03367853909730911, + 0.08202860504388809 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.3494417667388916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637673169374466 + ], + "opposite_logprob_tokens": [ + -3.651376724243164 + ], + "logprob_reward": -0.02637673169374466, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637673169374466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06929231435060501, + 0.023513654246926308, + 0.4837278425693512, + 0.10363282263278961, + 0.07312794029712677, + 0.031244678422808647, + 0.039722904562950134, + 0.08314238488674164, + 0.027352917939424515, + 0.06524248421192169 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.02637673169374466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741280667483807 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.006741280667483807, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741280667483807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06481044739484787, + 0.021138405427336693, + 0.46455496549606323, + 0.13227324187755585, + 0.016991466283798218, + 0.028255296871066093, + 0.06164054945111275, + 0.059450987726449966, + 0.03097674436867237, + 0.119907908141613 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.006741280667483807 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903662860393524 + ], + "opposite_logprob_tokens": [ + -2.464036703109741 + ], + "logprob_reward": -0.08903662860393524, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903662860393524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034228984266519547, + 0.00890237558633089, + 0.5947475433349609, + 0.07099245488643646, + 0.03273383900523186, + 0.0478227399289608, + 0.019636642187833786, + 0.06926766782999039, + 0.0224713496863842, + 0.09919644147157669 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.08903662860393524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634398825466633 + ], + "opposite_logprob_tokens": [ + -3.651344060897827 + ], + "logprob_reward": -0.02634398825466633, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634398825466633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03311384841799736, + 0.011590751819312572, + 0.36622515320777893, + 0.24563872814178467, + 0.01880849152803421, + 0.018619243055582047, + 0.04995318874716759, + 0.06572435051202774, + 0.05419980362057686, + 0.13612645864486694 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.02634398825466633 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, starting from a low angle behind the goal, then slowly rising and retreating, captures a surreal spectacle. A neatly manicured, lush green professional football field, with its distinct white boundary lines and penalty area markings, is being smoothly rolled up like a vast green carpet. The process begins at one end, at the goal line, as a massive, thick roll of turf steadily and inexorably advances toward the center of the field, its edges uniform. As the roll's diameter grows, it acts like a giant roller, uprooting the entire field, revealing the dark brown, slightly moist soil beneath, creating a sharp, shifting boundary between the rolled-up turf and the bare earth. The soft, slanting morning sunlight filters through the empty stadium, casting long, dramatic shadows across the texture of the turf and the cross-section of the rolled-up turf, highlighting the details of the grass roots separating from the soil. The entire picture unfolds in a grand yet quiet atmosphere, showing a transformation process that subverts the norm, full of visual wonders and an almost magical tranquility.", + "seed": 4413, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_13/index_293_seed_4413_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05323766088113189, + "vlm_logprob": -0.05323766088113189, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.05323766088113189, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07216067612171173 + ], + "opposite_logprob_tokens": [ + -2.6971607208251953 + ], + "logprob_reward": -0.07216067612171173, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07216067612171173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19011883437633514, + 0.10123184323310852, + 0.06845851987600327, + 0.08485667407512665, + 0.15344782173633575, + 0.014904760755598545, + 0.09260603785514832, + 0.028651781380176544, + 0.21043972671031952, + 0.055284030735492706 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.07216067612171173 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331462688744068 + ], + "opposite_logprob_tokens": [ + -3.7733147144317627 + ], + "logprob_reward": -0.02331462688744068, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331462688744068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09648147970438004, + 0.052667200565338135, + 0.052672188729047775, + 0.03698994219303131, + 0.34469106793403625, + 0.041887059807777405, + 0.07564988732337952, + 0.027514401823282242, + 0.20675861835479736, + 0.06468816101551056 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.02331462688744068 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036200247704982758 + ], + "opposite_logprob_tokens": [ + -5.628620147705078 + ], + "logprob_reward": -0.0036200247704982758, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036200247704982758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14299221336841583, + 0.06893160939216614, + 0.05920863524079323, + 0.05146276578307152, + 0.36818841099739075, + 0.018964247778058052, + 0.0577784962952137, + 0.03706156089901924, + 0.16099640727043152, + 0.034415651112794876 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.0036200247704982758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035643219947815 + ], + "opposite_logprob_tokens": [ + -1.9103564023971558 + ], + "logprob_reward": -0.16035643219947815, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035643219947815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13645656406879425, + 0.06752859801054001, + 0.10603407770395279, + 0.14545662701129913, + 0.1433304250240326, + 0.05208983272314072, + 0.04862865060567856, + 0.03632425516843796, + 0.1474343091249466, + 0.11671669781208038 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.16035643219947815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067365444265306 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.0067365444265306, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067365444265306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25169989466667175, + 0.2572615444660187, + 0.04734349995851517, + 0.10053768754005432, + 0.041439238935709, + 0.027116432785987854, + 0.08216559141874313, + 0.038971953094005585, + 0.10870656371116638, + 0.04475757107138634 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0067365444265306 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, starting from a low angle behind the goal, then slowly rising and retreating, captures a surreal spectacle. A neatly manicured, lush green professional football field, with its distinct white boundary lines and penalty area markings, is being smoothly rolled up like a vast green carpet. The process begins at one end, at the goal line, as a massive, thick roll of turf steadily and inexorably advances toward the center of the field, its edges uniform. As the roll's diameter grows, it acts like a giant roller, uprooting the entire field, revealing the dark brown, slightly moist soil beneath, creating a sharp, shifting boundary between the rolled-up turf and the bare earth. The soft, slanting morning sunlight filters through the empty stadium, casting long, dramatic shadows across the texture of the turf and the cross-section of the rolled-up turf, highlighting the details of the grass roots separating from the soil. The entire picture unfolds in a grand yet quiet atmosphere, showing a transformation process that subverts the norm, full of visual wonders and an almost magical tranquility.", + "seed": 4414, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_13/index_293_seed_4414_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2435693783685565, + "vlm_logprob": -0.2435693783685565, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.2435693783685565, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9747121334075928 + ], + "opposite_logprob_tokens": [ + -0.4747121334075928 + ], + "logprob_reward": -0.9747121334075928, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9747121334075928, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1882437765598297, + 0.03237710893154144, + 0.03527550399303436, + 0.05498300492763519, + 0.11800593882799149, + 0.13036638498306274, + 0.049098215997219086, + 0.06422723829746246, + 0.056694503873586655, + 0.27072831988334656 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.9747121334075928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814251348376274 + ], + "opposite_logprob_tokens": [ + -3.288142442703247 + ], + "logprob_reward": -0.03814251348376274, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814251348376274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.133249431848526, + 0.024848155677318573, + 0.020821886137127876, + 0.05688629299402237, + 0.05157684162259102, + 0.3166064918041229, + 0.03138601407408714, + 0.12547732889652252, + 0.053000204265117645, + 0.1861473172903061 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.03814251348376274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547596357762814 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.012547596357762814, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547596357762814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1494007706642151, + 0.026680072769522667, + 0.03184833005070686, + 0.056608401238918304, + 0.08098845928907394, + 0.09983577579259872, + 0.06513550877571106, + 0.2643221616744995, + 0.07105512917041779, + 0.1541253924369812 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.012547596357762814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990270256996155 + ], + "opposite_logprob_tokens": [ + -1.8049026727676392 + ], + "logprob_reward": -0.17990270256996155, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990270256996155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06253916025161743, + 0.037296004593372345, + 0.09627194702625275, + 0.04566081240773201, + 0.09037164598703384, + 0.2581555247306824, + 0.08450859040021896, + 0.08407611399888992, + 0.1168086901307106, + 0.12431153655052185 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.17990270256996155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541946023702621 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541946023702621, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541946023702621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1895972639322281, + 0.10063111037015915, + 0.07857212424278259, + 0.03617825731635094, + 0.09631555527448654, + 0.1320931613445282, + 0.044676005840301514, + 0.09046170115470886, + 0.08048123121261597, + 0.15099363029003143 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.012541946023702621 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, starting from a low angle behind the goal, then slowly rising and retreating, captures a surreal spectacle. A neatly manicured, lush green professional football field, with its distinct white boundary lines and penalty area markings, is being smoothly rolled up like a vast green carpet. The process begins at one end, at the goal line, as a massive, thick roll of turf steadily and inexorably advances toward the center of the field, its edges uniform. As the roll's diameter grows, it acts like a giant roller, uprooting the entire field, revealing the dark brown, slightly moist soil beneath, creating a sharp, shifting boundary between the rolled-up turf and the bare earth. The soft, slanting morning sunlight filters through the empty stadium, casting long, dramatic shadows across the texture of the turf and the cross-section of the rolled-up turf, highlighting the details of the grass roots separating from the soil. The entire picture unfolds in a grand yet quiet atmosphere, showing a transformation process that subverts the norm, full of visual wonders and an almost magical tranquility.", + "seed": 4415, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_13/index_293_seed_4415_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23249382432550192, + "vlm_logprob": -0.23249382432550192, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.23249382432550192, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8988549113273621 + ], + "opposite_logprob_tokens": [ + -0.5238549113273621 + ], + "logprob_reward": -0.8988549113273621, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8988549113273621, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17469438910484314, + 0.11750683188438416, + 0.0350034274160862, + 0.07402428239583969, + 0.11292912811040878, + 0.0848139077425003, + 0.19998976588249207, + 0.06228141114115715, + 0.05564307048916817, + 0.08311378210783005 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.8988549113273621 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870973527431488 + ], + "opposite_logprob_tokens": [ + -3.0487096309661865 + ], + "logprob_reward": -0.04870973527431488, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870973527431488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06500657647848129, + 0.041707608848810196, + 0.13837915658950806, + 0.10939561575651169, + 0.1296204775571823, + 0.3145903944969177, + 0.057784367352724075, + 0.04868749529123306, + 0.05275823175907135, + 0.04207007959485054 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.04870973527431488 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646194823086262 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008646194823086262, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646194823086262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08782035857439041, + 0.055533673614263535, + 0.05667562410235405, + 0.05326330289244652, + 0.10396812111139297, + 0.3921782970428467, + 0.06099449470639229, + 0.0556768923997879, + 0.052965838462114334, + 0.08092336356639862 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.008646194823086262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990627884864807 + ], + "opposite_logprob_tokens": [ + -1.8049062490463257 + ], + "logprob_reward": -0.17990627884864807, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990627884864807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023519501090049744, + 0.013330604881048203, + 0.04299241304397583, + 0.15455499291419983, + 0.04071309417486191, + 0.6388465166091919, + 0.01762598380446434, + 0.01567457988858223, + 0.025294188410043716, + 0.02744814194738865 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.17990627884864807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a professional football field with white boundary lines and penalty area markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the green turf being rolled up from the goal line toward the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is dark brown, slightly moist soil revealed beneath the rolled-up turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a drone view that starts low behind the goal and slowly rises and retreats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows cast by soft, slanting morning sunlight across the turf and soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635200135409832 + ], + "opposite_logprob_tokens": [ + -3.6513519287109375 + ], + "logprob_reward": -0.02635200135409832, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635200135409832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13956400752067566, + 0.05913031846284866, + 0.04225054383277893, + 0.12334299087524414, + 0.07942180335521698, + 0.3686217665672302, + 0.049248237162828445, + 0.04738091677427292, + 0.04873112216591835, + 0.042308270931243896 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.02635200135409832 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_14/index_tensor([477, 477])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_14/index_tensor([477, 477])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..62f35d3474fbb70f4151e0685c38c0e59e60d741 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_14/index_tensor([477, 477])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Starting from a low angle at street level, a steady upward tilt of the crane shot slowly rises, passing over the ant-like crowds and the endless stream of car lights below, before focusing on a cluster of modern skyscrapers composed of cold steel frames and vast mirrored glass curtain walls. The golden sunlight of late afternoon slants across the buildings, each pane of glass clearly reflecting the intertwined lavender and warm orange clouds in the sky. The brushed stainless steel moldings gleam sharply in the light, and the complex geometry and interlaced balconies convey a realistic architectural texture. As the camera continues its steady ascent, more and more towering buildings of various shapes come into view, their pointed or flat roofs dotted with sophisticated communications antennas. Finally, the entire magnificent city skyline is fully revealed, creating an atmosphere of both prosperity and modernity, as well as tranquility and solemnity, imbued with a breathtaking visual impact and a sense of the future.", + "seed": 29538, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_14/index_477_seed_29538_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15834384821355343, + "vlm_logprob": -0.15834384821355343, + "vlm_yes_no_margin": 2.449999976158142, + "vlm_token_credit": -0.15834384821355343, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0706973671913147 + ], + "opposite_logprob_tokens": [ + -2.69569730758667 + ], + "logprob_reward": -0.0706973671913147, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0706973671913147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6349909901618958, + 0.11548345535993576, + 0.05027063935995102, + 0.01783096417784691, + 0.015503493137657642, + 0.03655226156115532, + 0.07814572751522064, + 0.015473321080207825, + 0.02022671326994896, + 0.015522505156695843 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0706973671913147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006750753149390221 + ], + "opposite_logprob_tokens": [ + -5.006750583648682 + ], + "logprob_reward": -0.006750753149390221, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006750753149390221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28519701957702637, + 0.17784902453422546, + 0.1333584040403366, + 0.09257994592189789, + 0.03481479734182358, + 0.03713441640138626, + 0.11485031992197037, + 0.03265145421028137, + 0.036708373576402664, + 0.05485626682639122 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006750753149390221 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706075608730316 + ], + "opposite_logprob_tokens": [ + -2.127060651779175 + ], + "logprob_reward": -0.12706075608730316, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12706075608730316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24449551105499268, + 0.05462236702442169, + 0.07143941521644592, + 0.1493736058473587, + 0.11003471165895462, + 0.15884137153625488, + 0.11612538248300552, + 0.037693701684474945, + 0.01788477599620819, + 0.03948916494846344 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.12706075608730316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294788867235184 + ], + "opposite_logprob_tokens": [ + -2.237947940826416 + ], + "logprob_reward": -0.11294788867235184, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294788867235184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18105821311473846, + 0.0641985535621643, + 0.5127637386322021, + 0.07408864051103592, + 0.017146244645118713, + 0.05547036975622177, + 0.054324064403772354, + 0.01442619226872921, + 0.01626436412334442, + 0.010259674862027168 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.11294788867235184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742624759674072 + ], + "opposite_logprob_tokens": [ + -0.9742624759674072 + ], + "logprob_reward": -0.4742624759674072, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742624759674072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1222318783402443, + 0.05015622824430466, + 0.04010584577918053, + 0.1042063906788826, + 0.07076417654752731, + 0.22473034262657166, + 0.07801973074674606, + 0.07568459957838058, + 0.04461323842406273, + 0.18948756158351898 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.4742624759674072 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Starting from a low angle at street level, a steady upward tilt of the crane shot slowly rises, passing over the ant-like crowds and the endless stream of car lights below, before focusing on a cluster of modern skyscrapers composed of cold steel frames and vast mirrored glass curtain walls. The golden sunlight of late afternoon slants across the buildings, each pane of glass clearly reflecting the intertwined lavender and warm orange clouds in the sky. The brushed stainless steel moldings gleam sharply in the light, and the complex geometry and interlaced balconies convey a realistic architectural texture. As the camera continues its steady ascent, more and more towering buildings of various shapes come into view, their pointed or flat roofs dotted with sophisticated communications antennas. Finally, the entire magnificent city skyline is fully revealed, creating an atmosphere of both prosperity and modernity, as well as tranquility and solemnity, imbued with a breathtaking visual impact and a sense of the future.", + "seed": 29539, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_14/index_477_seed_29539_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06450968552380801, + "vlm_logprob": -0.06450968552380801, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.06450968552380801, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049442946910858154 + ], + "opposite_logprob_tokens": [ + -3.049443006515503 + ], + "logprob_reward": -0.049442946910858154, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049442946910858154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2419062703847885, + 0.072826087474823, + 0.025248683989048004, + 0.03740896284580231, + 0.25163552165031433, + 0.0187931340187788, + 0.02799532562494278, + 0.28077635169029236, + 0.021019263193011284, + 0.022390415892004967 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.049442946910858154 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067512271925807 + ], + "opposite_logprob_tokens": [ + -5.00675106048584 + ], + "logprob_reward": -0.0067512271925807, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067512271925807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14391785860061646, + 0.11982670426368713, + 0.039011821150779724, + 0.023145291954278946, + 0.32337895035743713, + 0.022429758682847023, + 0.07507546246051788, + 0.11335203051567078, + 0.08315063267946243, + 0.05671141669154167 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0067512271925807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635420672595501 + ], + "opposite_logprob_tokens": [ + -3.6513543128967285 + ], + "logprob_reward": -0.02635420672595501, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635420672595501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09074082970619202, + 0.04519665613770485, + 0.028889596462249756, + 0.048351019620895386, + 0.3723796308040619, + 0.04026609659194946, + 0.04569869115948677, + 0.06759947538375854, + 0.16950362920761108, + 0.09137436002492905 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.02635420672595501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295587569475174 + ], + "opposite_logprob_tokens": [ + -2.2379558086395264 + ], + "logprob_reward": -0.11295587569475174, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295587569475174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14109016954898834, + 0.19606435298919678, + 0.10878635197877884, + 0.039408184587955475, + 0.25643447041511536, + 0.013344911858439445, + 0.020032396540045738, + 0.1087321862578392, + 0.03019312210381031, + 0.08591383695602417 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.11295587569475174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270441710948944 + ], + "opposite_logprob_tokens": [ + -2.127044200897217 + ], + "logprob_reward": -0.1270441710948944, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270441710948944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09790929406881332, + 0.06929538398981094, + 0.05133751034736633, + 0.05697884038090706, + 0.19356395304203033, + 0.03360188752412796, + 0.0687875896692276, + 0.06447599828243256, + 0.22461850941181183, + 0.13943110406398773 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.1270441710948944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Starting from a low angle at street level, a steady upward tilt of the crane shot slowly rises, passing over the ant-like crowds and the endless stream of car lights below, before focusing on a cluster of modern skyscrapers composed of cold steel frames and vast mirrored glass curtain walls. The golden sunlight of late afternoon slants across the buildings, each pane of glass clearly reflecting the intertwined lavender and warm orange clouds in the sky. The brushed stainless steel moldings gleam sharply in the light, and the complex geometry and interlaced balconies convey a realistic architectural texture. As the camera continues its steady ascent, more and more towering buildings of various shapes come into view, their pointed or flat roofs dotted with sophisticated communications antennas. Finally, the entire magnificent city skyline is fully revealed, creating an atmosphere of both prosperity and modernity, as well as tranquility and solemnity, imbued with a breathtaking visual impact and a sense of the future.", + "seed": 29540, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_14/index_477_seed_29540_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18377006370574236, + "vlm_logprob": -0.18377006370574236, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.18377006370574236, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.202577143907547 + ], + "opposite_logprob_tokens": [ + -1.7025771141052246 + ], + "logprob_reward": -0.202577143907547, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.202577143907547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36622366309165955, + 0.07055094838142395, + 0.09098626673221588, + 0.11804717034101486, + 0.044210031628608704, + 0.058824509382247925, + 0.1785283237695694, + 0.029263295233249664, + 0.01922597549855709, + 0.024139802902936935 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.202577143907547 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109867449849844 + ], + "opposite_logprob_tokens": [ + -4.511098861694336 + ], + "logprob_reward": -0.01109867449849844, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109867449849844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1400698870420456, + 0.12798434495925903, + 0.05492061749100685, + 0.02904958464205265, + 0.0631125345826149, + 0.0522892065346241, + 0.3544244170188904, + 0.02827816642820835, + 0.028115008026361465, + 0.12175628542900085 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.01109867449849844 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607787050306797 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.01607787050306797, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607787050306797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11394696682691574, + 0.07249506562948227, + 0.07922986894845963, + 0.0819912850856781, + 0.15142080187797546, + 0.062271881848573685, + 0.1014891043305397, + 0.08288093656301498, + 0.04568621143698692, + 0.2085879147052765 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.01607787050306797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294949054718018 + ], + "opposite_logprob_tokens": [ + -2.2379493713378906 + ], + "logprob_reward": -0.11294949054718018, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294949054718018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15299353003501892, + 0.3802684247493744, + 0.12928937375545502, + 0.041626159101724625, + 0.11379978805780411, + 0.01719277910888195, + 0.08825410902500153, + 0.024114057421684265, + 0.015632973983883858, + 0.03682880848646164 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.11294949054718018 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761471390724182 + ], + "opposite_logprob_tokens": [ + -0.8261471390724182 + ], + "logprob_reward": -0.5761471390724182, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761471390724182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05173991993069649, + 0.11393240839242935, + 0.0836450606584549, + 0.15251176059246063, + 0.11518397182226181, + 0.21288758516311646, + 0.10196693986654282, + 0.05704173445701599, + 0.05141409486532211, + 0.05967646837234497 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.5761471390724182 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Starting from a low angle at street level, a steady upward tilt of the crane shot slowly rises, passing over the ant-like crowds and the endless stream of car lights below, before focusing on a cluster of modern skyscrapers composed of cold steel frames and vast mirrored glass curtain walls. The golden sunlight of late afternoon slants across the buildings, each pane of glass clearly reflecting the intertwined lavender and warm orange clouds in the sky. The brushed stainless steel moldings gleam sharply in the light, and the complex geometry and interlaced balconies convey a realistic architectural texture. As the camera continues its steady ascent, more and more towering buildings of various shapes come into view, their pointed or flat roofs dotted with sophisticated communications antennas. Finally, the entire magnificent city skyline is fully revealed, creating an atmosphere of both prosperity and modernity, as well as tranquility and solemnity, imbued with a breathtaking visual impact and a sense of the future.", + "seed": 29541, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_14/index_477_seed_29541_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1188540080562234, + "vlm_logprob": -0.1188540080562234, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.1188540080562234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10117605328559875 + ], + "opposite_logprob_tokens": [ + -2.3511760234832764 + ], + "logprob_reward": -0.10117605328559875, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10117605328559875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9128953814506531, + 0.019901217892766, + 0.004414241760969162, + 0.004534767009317875, + 0.004861485678702593, + 0.00936181005090475, + 0.015340732410550117, + 0.005626344587653875, + 0.010431628674268723, + 0.012632393278181553 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.10117605328559875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067580947652459145 + ], + "opposite_logprob_tokens": [ + -5.006758213043213 + ], + "logprob_reward": -0.0067580947652459145, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067580947652459145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19857025146484375, + 0.07148928940296173, + 0.08017361909151077, + 0.08212309330701828, + 0.07181416451931, + 0.11471763998270035, + 0.15942899882793427, + 0.03635583072900772, + 0.10266275703907013, + 0.08266432583332062 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0067580947652459145 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048660341650247574 + ], + "opposite_logprob_tokens": [ + -3.0486602783203125 + ], + "logprob_reward": -0.048660341650247574, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048660341650247574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5126727819442749, + 0.03153819963335991, + 0.02757919766008854, + 0.02423018589615822, + 0.02485826425254345, + 0.24554066359996796, + 0.05050986632704735, + 0.04219508171081543, + 0.018810294568538666, + 0.02206549234688282 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.048660341650247574 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905549347400665 + ], + "opposite_logprob_tokens": [ + -2.4640555381774902 + ], + "logprob_reward": -0.08905549347400665, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905549347400665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8830134272575378, + 0.016515322029590607, + 0.005198035389184952, + 0.007574130780994892, + 0.004119502380490303, + 0.012332305312156677, + 0.023202020674943924, + 0.0273304246366024, + 0.010300461202859879, + 0.010414340533316135 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.08905549347400665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle at street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a steady upward tilt rising from the street to reveal skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the skyscrapers composed of cold steel frames and vast mirrored glass curtain walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the glass panes reflect intertwined lavender and warm orange clouds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the buildings shown with pointed or flat roofs dotted with sophisticated communications antennas?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862005710601807 + ], + "opposite_logprob_tokens": [ + -1.223620057106018 + ], + "logprob_reward": -0.34862005710601807, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34862005710601807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8088362216949463, + 0.005147737916558981, + 0.0056258137337863445, + 0.004984434228390455, + 0.012248512357473373, + 0.061802271753549576, + 0.013809402473270893, + 0.01074139028787613, + 0.020730014890432358, + 0.056074127554893494 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.34862005710601807 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_15/index_tensor([6856, 6856])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_15/index_tensor([6856, 6856])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..393d11925c092ca304c421ad115a6b73db7cd583 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_15/index_tensor([6856, 6856])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle tracking shot moves alongside a massive combine harvester, its crimson paint slightly faded and coated in a thin layer of dust, highlighting its powerful, relentless advance. The camera synchronizes with the machine, steadily and deliberately moving across a vast, sun-drenched wheat field stretching to a hazy, distant horizon. In front, a wide, rotating reel methodically gathers tall, golden stalks and pulls them into the machine's maw. The main action unfolds from a long, articulated nozzle extending from the side of the harvester, from which a dense, uninterrupted stream of golden wheat kernels cascades down in a shimmering, liquid mass. Each grain catches the brilliant, low-hanging afternoon sun, creating a shimmering waterfall of pure gold against the clear, deep blue sky. The air is filled with floating husks and dust, all illuminated by warm golden hour light, casting long, dramatic shadows on the sharp, bristly stubble left in the harvester's wake, creating an atmosphere of powerful yet serene agricultural abundance and mechanical power.", + "seed": 24509, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_15/index_6856_seed_24509_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07181302532553673, + "vlm_logprob": -0.07181302532553673, + "vlm_yes_no_margin": 2.749999976158142, + "vlm_token_credit": -0.07181302532553673, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08946523070335388 + ], + "opposite_logprob_tokens": [ + -2.4644651412963867 + ], + "logprob_reward": -0.08946523070335388, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08946523070335388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.081438347697258, + 0.06324364989995956, + 0.048092469573020935, + 0.1260218322277069, + 0.06461335718631744, + 0.22770270705223083, + 0.11738290637731552, + 0.08146896958351135, + 0.05042896047234535, + 0.13960689306259155 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.08946523070335388 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498160421848297 + ], + "opposite_logprob_tokens": [ + -2.9299817085266113 + ], + "logprob_reward": -0.05498160421848297, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498160421848297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08265957981348038, + 0.05527086555957794, + 0.0730583667755127, + 0.1390652060508728, + 0.09353810548782349, + 0.15724623203277588, + 0.08000823855400085, + 0.10467354208230972, + 0.07397254556417465, + 0.1405072957277298 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.05498160421848297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810648247599602 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.03810648247599602, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810648247599602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06510107219219208, + 0.049662839621305466, + 0.06663264334201813, + 0.12507231533527374, + 0.14625383913516998, + 0.34459763765335083, + 0.06522434204816818, + 0.03639207407832146, + 0.03262763097882271, + 0.06843557953834534 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.03810648247599602 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282143115997314 + ], + "opposite_logprob_tokens": [ + -2.0178213119506836 + ], + "logprob_reward": -0.14282143115997314, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14282143115997314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.099790059030056, + 0.052751876413822174, + 0.05919793248176575, + 0.10417185723781586, + 0.10777520388364792, + 0.1992560476064682, + 0.06948038190603256, + 0.0669102594256401, + 0.14866480231285095, + 0.09200166165828705 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.14282143115997314 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033690378069877625 + ], + "opposite_logprob_tokens": [ + -3.4086904525756836 + ], + "logprob_reward": -0.033690378069877625, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033690378069877625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11500485241413116, + 0.06601578742265701, + 0.03626083955168724, + 0.07743988186120987, + 0.11956151574850082, + 0.24348504841327667, + 0.05590825155377388, + 0.049260109663009644, + 0.06603691726922989, + 0.17102690041065216 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.033690378069877625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot moves alongside a massive combine harvester, its crimson paint slightly faded and coated in a thin layer of dust, highlighting its powerful, relentless advance. The camera synchronizes with the machine, steadily and deliberately moving across a vast, sun-drenched wheat field stretching to a hazy, distant horizon. In front, a wide, rotating reel methodically gathers tall, golden stalks and pulls them into the machine's maw. The main action unfolds from a long, articulated nozzle extending from the side of the harvester, from which a dense, uninterrupted stream of golden wheat kernels cascades down in a shimmering, liquid mass. Each grain catches the brilliant, low-hanging afternoon sun, creating a shimmering waterfall of pure gold against the clear, deep blue sky. The air is filled with floating husks and dust, all illuminated by warm golden hour light, casting long, dramatic shadows on the sharp, bristly stubble left in the harvester's wake, creating an atmosphere of powerful yet serene agricultural abundance and mechanical power.", + "seed": 24510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_15/index_6856_seed_24510_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07769617885351181, + "vlm_logprob": -0.07769617885351181, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.07769617885351181, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07033298164606094 + ], + "opposite_logprob_tokens": [ + -2.6953330039978027 + ], + "logprob_reward": -0.07033298164606094, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07033298164606094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07944680005311966, + 0.12930141389369965, + 0.11964075267314911, + 0.13300664722919464, + 0.0713934674859047, + 0.2642602026462555, + 0.050414327532052994, + 0.03237020596861839, + 0.04977710172533989, + 0.07038916647434235 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.07033298164606094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981741353869438 + ], + "opposite_logprob_tokens": [ + -3.5298173427581787 + ], + "logprob_reward": -0.02981741353869438, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981741353869438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16876207292079926, + 0.0947280153632164, + 0.08333303034305573, + 0.04937814548611641, + 0.05400819331407547, + 0.17444023489952087, + 0.14692503213882446, + 0.054277025163173676, + 0.06443370133638382, + 0.109714575111866 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.02981741353869438 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810212016105652 + ], + "opposite_logprob_tokens": [ + -3.288102149963379 + ], + "logprob_reward": -0.03810212016105652, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810212016105652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1643580049276352, + 0.12322060018777847, + 0.09281549602746964, + 0.21041826903820038, + 0.05063093826174736, + 0.11311392486095428, + 0.10104191303253174, + 0.03244348242878914, + 0.06498449295759201, + 0.04697286710143089 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.03810212016105652 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159585773944855 + ], + "opposite_logprob_tokens": [ + -1.7015959024429321 + ], + "logprob_reward": -0.20159585773944855, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159585773944855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09086773544549942, + 0.095804363489151, + 0.11566575616598129, + 0.0624193511903286, + 0.06761962175369263, + 0.33402034640312195, + 0.0598369762301445, + 0.03326524794101715, + 0.08296148478984833, + 0.05753910541534424 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.20159585773944855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863252118229866 + ], + "opposite_logprob_tokens": [ + -3.0486326217651367 + ], + "logprob_reward": -0.04863252118229866, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863252118229866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15494734048843384, + 0.04999719187617302, + 0.043836936354637146, + 0.04248811677098274, + 0.1917281448841095, + 0.07681800425052643, + 0.07623100280761719, + 0.05796008184552193, + 0.2698393762111664, + 0.0361538827419281 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.04863252118229866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot moves alongside a massive combine harvester, its crimson paint slightly faded and coated in a thin layer of dust, highlighting its powerful, relentless advance. The camera synchronizes with the machine, steadily and deliberately moving across a vast, sun-drenched wheat field stretching to a hazy, distant horizon. In front, a wide, rotating reel methodically gathers tall, golden stalks and pulls them into the machine's maw. The main action unfolds from a long, articulated nozzle extending from the side of the harvester, from which a dense, uninterrupted stream of golden wheat kernels cascades down in a shimmering, liquid mass. Each grain catches the brilliant, low-hanging afternoon sun, creating a shimmering waterfall of pure gold against the clear, deep blue sky. The air is filled with floating husks and dust, all illuminated by warm golden hour light, casting long, dramatic shadows on the sharp, bristly stubble left in the harvester's wake, creating an atmosphere of powerful yet serene agricultural abundance and mechanical power.", + "seed": 24511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_15/index_6856_seed_24511_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.171841162443161, + "vlm_logprob": -0.171841162443161, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.171841162443161, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5236701965332031 + ], + "opposite_logprob_tokens": [ + -0.8986701965332031 + ], + "logprob_reward": -0.5236701965332031, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5236701965332031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3845384418964386, + 0.06547822803258896, + 0.03740253672003746, + 0.10425393283367157, + 0.08047564327716827, + 0.07324991375207901, + 0.14174684882164001, + 0.06074712052941322, + 0.01899224892258644, + 0.03311510384082794 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.5236701965332031 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062080997973680496 + ], + "opposite_logprob_tokens": [ + -2.8120810985565186 + ], + "logprob_reward": -0.062080997973680496, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062080997973680496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15200860798358917, + 0.0989975780248642, + 0.03220369666814804, + 0.07816565781831741, + 0.11274566501379013, + 0.09789572656154633, + 0.18434150516986847, + 0.08166753500699997, + 0.039425622671842575, + 0.12254838645458221 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.062080997973680496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306579753756523 + ], + "opposite_logprob_tokens": [ + -3.1680657863616943 + ], + "logprob_reward": -0.04306579753756523, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306579753756523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2940720319747925, + 0.09679125994443893, + 0.04271507263183594, + 0.05867404490709305, + 0.09142757952213287, + 0.09506182372570038, + 0.12585659325122833, + 0.08330435305833817, + 0.052941955626010895, + 0.059155240654945374 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.04306579753756523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038556396961212 + ], + "opposite_logprob_tokens": [ + -1.9103856086730957 + ], + "logprob_reward": -0.16038556396961212, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038556396961212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11788398772478104, + 0.06787443161010742, + 0.08530129492282867, + 0.05055523291230202, + 0.06838814169168472, + 0.12643052637577057, + 0.1066778227686882, + 0.04503271356225014, + 0.2558075785636902, + 0.07604824751615524 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.16038556396961212 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000325620174408 + ], + "opposite_logprob_tokens": [ + -2.6950032711029053 + ], + "logprob_reward": -0.07000325620174408, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000325620174408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28380924463272095, + 0.0935647264122963, + 0.03975779563188553, + 0.07772688567638397, + 0.08692832291126251, + 0.15023557841777802, + 0.07935609668493271, + 0.07146941125392914, + 0.05421987548470497, + 0.06293212622404099 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.07000325620174408 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot moves alongside a massive combine harvester, its crimson paint slightly faded and coated in a thin layer of dust, highlighting its powerful, relentless advance. The camera synchronizes with the machine, steadily and deliberately moving across a vast, sun-drenched wheat field stretching to a hazy, distant horizon. In front, a wide, rotating reel methodically gathers tall, golden stalks and pulls them into the machine's maw. The main action unfolds from a long, articulated nozzle extending from the side of the harvester, from which a dense, uninterrupted stream of golden wheat kernels cascades down in a shimmering, liquid mass. Each grain catches the brilliant, low-hanging afternoon sun, creating a shimmering waterfall of pure gold against the clear, deep blue sky. The air is filled with floating husks and dust, all illuminated by warm golden hour light, casting long, dramatic shadows on the sharp, bristly stubble left in the harvester's wake, creating an atmosphere of powerful yet serene agricultural abundance and mechanical power.", + "seed": 24512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_15/index_6856_seed_24512_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.260495713353157, + "vlm_logprob": -0.260495713353157, + "vlm_yes_no_margin": 1.349999976158142, + "vlm_token_credit": -0.260495713353157, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2020290046930313 + ], + "opposite_logprob_tokens": [ + -1.7020289897918701 + ], + "logprob_reward": -0.2020290046930313, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2020290046930313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39027050137519836, + 0.11014480888843536, + 0.06051136180758476, + 0.035984911024570465, + 0.06742863357067108, + 0.03988933935761452, + 0.09497638791799545, + 0.022718127816915512, + 0.0518057607114315, + 0.12627017498016357 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.2020290046930313 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761845707893372 + ], + "opposite_logprob_tokens": [ + -0.8261845707893372 + ], + "logprob_reward": -0.5761845707893372, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761845707893372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3588080406188965, + 0.08738701045513153, + 0.08775078505277634, + 0.049710463732481, + 0.08079991489648819, + 0.06682165712118149, + 0.048144686967134476, + 0.05680754408240318, + 0.09140754491090775, + 0.07236234843730927 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.5761845707893372 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428130567073822 + ], + "opposite_logprob_tokens": [ + -2.017812967300415 + ], + "logprob_reward": -0.1428130567073822, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428130567073822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3800355792045593, + 0.0801537036895752, + 0.10624607652425766, + 0.06646678596735, + 0.14995205402374268, + 0.06335227936506271, + 0.042121149599552155, + 0.02575043775141239, + 0.029392631724476814, + 0.05652937665581703 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.1428130567073822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160160958766937 + ], + "opposite_logprob_tokens": [ + -1.7016016244888306 + ], + "logprob_reward": -0.20160160958766937, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160160958766937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44146278500556946, + 0.08227762579917908, + 0.07357053458690643, + 0.07272665947675705, + 0.15289899706840515, + 0.03951975703239441, + 0.023790843784809113, + 0.03850609436631203, + 0.03720957785844803, + 0.03803715109825134 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.20160160958766937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive combine harvester with crimson paint that appears slightly faded and dusty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving forward through a vast, sun-drenched wheat field with a hazy distant horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wide rotating reel visible gathering tall golden stalks and pulling them into the machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dense stream of golden wheat kernels cascading from a long articulated nozzle on the side of the harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot moving alongside the harvester?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985032498836517 + ], + "opposite_logprob_tokens": [ + -1.8048503398895264 + ], + "logprob_reward": -0.17985032498836517, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985032498836517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1927601546049118, + 0.11474829912185669, + 0.06154177337884903, + 0.10189330577850342, + 0.18371902406215668, + 0.08796922862529755, + 0.04151933640241623, + 0.0447571724653244, + 0.09280528873205185, + 0.07828642427921295 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.17985032498836517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_2/index_tensor([199, 199])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_2/index_tensor([199, 199])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b1c6d4c7f954247d45411ed6f4770542ef432785 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_2/index_tensor([199, 199])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme macro shot, captured from a slightly elevated angle, captures a freshly made golden-brown ring-shaped doughnut, resting on a dark, rustic wooden surface, its porous, cake-like texture visible around the edges. The doughnut's surface is thickly coated with a translucent, sugary glaze, which currently possesses a damp, mirror-like sheen, reflecting warm, soft light from a single, directional light source. The camera remains steady as a mesmerizing transformation rapidly unfolds: the liquid glaze begins to harden, and a delicate, crystalline frosting begins to spread from the edges inward onto the smooth surface. This process visibly alters the texture, with the smooth, liquid sheen quickly giving way to a matte, slightly opaque finish. Hardening accelerates, forming a robust, intricate network of tiny sugar crystals that catch the light, creating a delicate, shimmering crust across the entire doughnut. The warm tones, dominated by the golden doughnut and the creamy glaze against the dark wood, combined with the shallow depth of field, create an atmosphere of intense focus, mouth-watering, and satisfying beauty, celebrating the simple beauty of a classic masterpiece.", + "seed": 15934, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_2/index_199_seed_15934_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04791151680983603, + "vlm_logprob": -0.04791151680983603, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.04791151680983603, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010615075938403606 + ], + "opposite_logprob_tokens": [ + -4.76061487197876 + ], + "logprob_reward": -0.010615075938403606, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010615075938403606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026101993396878242, + 0.365605890750885, + 0.047811031341552734, + 0.06410501897335052, + 0.048859164118766785, + 0.01940770260989666, + 0.06199202686548233, + 0.055080264806747437, + 0.11224624514579773, + 0.19879063963890076 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.010615075938403606 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007646813057363033 + ], + "opposite_logprob_tokens": [ + -4.8826470375061035 + ], + "logprob_reward": -0.007646813057363033, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007646813057363033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02457677200436592, + 0.4604899287223816, + 0.04373148828744888, + 0.013762664049863815, + 0.008274585008621216, + 0.0050097880885005, + 0.1619514375925064, + 0.18452435731887817, + 0.07016312330961227, + 0.027515796944499016 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.007646813057363033 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.201590895652771 + ], + "opposite_logprob_tokens": [ + -1.701590895652771 + ], + "logprob_reward": -0.201590895652771, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.201590895652771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012826574966311455, + 0.35373321175575256, + 0.01457652635872364, + 0.06346346437931061, + 0.013706300407648087, + 0.0094204256311059, + 0.19505593180656433, + 0.2882198393344879, + 0.03445478528738022, + 0.014542882330715656 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.201590895652771 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015198357868939638 + ], + "opposite_logprob_tokens": [ + -6.501519680023193 + ], + "logprob_reward": -0.0015198357868939638, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015198357868939638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011044085025787354, + 0.3120831847190857, + 0.027579503133893013, + 0.03490940108895302, + 0.017423994839191437, + 0.024269921705126762, + 0.2462950348854065, + 0.21592183411121368, + 0.054443638771772385, + 0.056029368191957474 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.0015198357868939638 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818496361374855 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.01818496361374855, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818496361374855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010797753930091858, + 0.2283903807401657, + 0.04040778800845146, + 0.01936199516057968, + 0.010451504960656166, + 0.010836631059646606, + 0.1631549447774887, + 0.48531824350357056, + 0.014128882437944412, + 0.017151881009340286 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.01818496361374855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, captured from a slightly elevated angle, captures a freshly made golden-brown ring-shaped doughnut, resting on a dark, rustic wooden surface, its porous, cake-like texture visible around the edges. The doughnut's surface is thickly coated with a translucent, sugary glaze, which currently possesses a damp, mirror-like sheen, reflecting warm, soft light from a single, directional light source. The camera remains steady as a mesmerizing transformation rapidly unfolds: the liquid glaze begins to harden, and a delicate, crystalline frosting begins to spread from the edges inward onto the smooth surface. This process visibly alters the texture, with the smooth, liquid sheen quickly giving way to a matte, slightly opaque finish. Hardening accelerates, forming a robust, intricate network of tiny sugar crystals that catch the light, creating a delicate, shimmering crust across the entire doughnut. The warm tones, dominated by the golden doughnut and the creamy glaze against the dark wood, combined with the shallow depth of field, create an atmosphere of intense focus, mouth-watering, and satisfying beauty, celebrating the simple beauty of a classic masterpiece.", + "seed": 15935, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_2/index_199_seed_15935_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19309172667562963, + "vlm_logprob": -0.19309172667562963, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.19309172667562963, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012450706213712692 + ], + "opposite_logprob_tokens": [ + -4.512450695037842 + ], + "logprob_reward": -0.012450706213712692, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012450706213712692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.008835721760988235, + 0.009404895827174187, + 0.009817936457693577, + 0.006397482007741928, + 0.05590997263789177, + 0.15205475687980652, + 0.04197244346141815, + 0.006160426419228315, + 0.6299490332603455, + 0.07949727773666382 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.012450706213712692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373417630791664 + ], + "opposite_logprob_tokens": [ + -3.408734083175659 + ], + "logprob_reward": -0.03373417630791664, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373417630791664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04261580854654312, + 0.016737576574087143, + 0.0344010666012764, + 0.014350946061313152, + 0.02380387671291828, + 0.05227437615394592, + 0.15907445549964905, + 0.027085550129413605, + 0.5233264565467834, + 0.10632988065481186 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.03373417630791664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983858823776245 + ], + "opposite_logprob_tokens": [ + -0.5233858823776245 + ], + "logprob_reward": -0.8983858823776245, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983858823776245, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.016550948843359947, + 0.004896811209619045, + 0.034331221133470535, + 0.011044705286622047, + 0.02242353744804859, + 0.11327918618917465, + 0.024208666756749153, + 0.011904326267540455, + 0.6446682810783386, + 0.1166924238204956 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.8983858823776245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011101621203124523 + ], + "opposite_logprob_tokens": [ + -4.511101722717285 + ], + "logprob_reward": -0.011101621203124523, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011101621203124523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.008893162943422794, + 0.0036610541865229607, + 0.02540353313088417, + 0.006873879116028547, + 0.027704758569598198, + 0.07922329008579254, + 0.004290254320949316, + 0.006231742911040783, + 0.7414572238922119, + 0.09626121073961258 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.011101621203124523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978624727576971 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.00978624727576971, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978624727576971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013998587615787983, + 0.009609396569430828, + 0.08104950934648514, + 0.03797117620706558, + 0.09102745354175568, + 0.08374817669391632, + 0.03353455662727356, + 0.0077755991369485855, + 0.5913183093070984, + 0.04996733367443085 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.00978624727576971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, captured from a slightly elevated angle, captures a freshly made golden-brown ring-shaped doughnut, resting on a dark, rustic wooden surface, its porous, cake-like texture visible around the edges. The doughnut's surface is thickly coated with a translucent, sugary glaze, which currently possesses a damp, mirror-like sheen, reflecting warm, soft light from a single, directional light source. The camera remains steady as a mesmerizing transformation rapidly unfolds: the liquid glaze begins to harden, and a delicate, crystalline frosting begins to spread from the edges inward onto the smooth surface. This process visibly alters the texture, with the smooth, liquid sheen quickly giving way to a matte, slightly opaque finish. Hardening accelerates, forming a robust, intricate network of tiny sugar crystals that catch the light, creating a delicate, shimmering crust across the entire doughnut. The warm tones, dominated by the golden doughnut and the creamy glaze against the dark wood, combined with the shallow depth of field, create an atmosphere of intense focus, mouth-watering, and satisfying beauty, celebrating the simple beauty of a classic masterpiece.", + "seed": 15936, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_2/index_199_seed_15936_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09984613042324782, + "vlm_logprob": -0.09984613042324782, + "vlm_yes_no_margin": 3.6000000119209288, + "vlm_token_credit": -0.09984613042324782, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028093857690691948 + ], + "opposite_logprob_tokens": [ + -3.6530938148498535 + ], + "logprob_reward": -0.028093857690691948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028093857690691948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049293991178274155, + 0.021861454471945763, + 0.015548567287623882, + 0.01272954884916544, + 0.04333066567778587, + 0.022159960120916367, + 0.045351479202508926, + 0.13261517882347107, + 0.5043683648109436, + 0.15274077653884888 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.028093857690691948 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331520989537239 + ], + "opposite_logprob_tokens": [ + -3.773315191268921 + ], + "logprob_reward": -0.02331520989537239, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331520989537239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1478414386510849, + 0.1202482357621193, + 0.04919182136654854, + 0.030985292047262192, + 0.02655133418738842, + 0.04638618230819702, + 0.03934698551893234, + 0.07871972024440765, + 0.24941951036453247, + 0.2113095074892044 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02331520989537239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289199709892273 + ], + "opposite_logprob_tokens": [ + -1.053920030593872 + ], + "logprob_reward": -0.4289199709892273, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4289199709892273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07543094456195831, + 0.07205312699079514, + 0.024721642956137657, + 0.029077738523483276, + 0.08621291816234589, + 0.045763857662677765, + 0.1196453794836998, + 0.30316978693008423, + 0.1768159568309784, + 0.0671086460351944 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.4289199709892273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002830429933965206 + ], + "opposite_logprob_tokens": [ + -5.877830505371094 + ], + "logprob_reward": -0.002830429933965206, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002830429933965206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0968305915594101, + 0.037897054105997086, + 0.020513098686933517, + 0.030556682497262955, + 0.036602504551410675, + 0.030589502304792404, + 0.05674509331583977, + 0.17615339159965515, + 0.3963099718093872, + 0.11780211329460144 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.002830429933965206 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607118360698223 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.01607118360698223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607118360698223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14488236606121063, + 0.04184906184673309, + 0.058123767375946045, + 0.08099202811717987, + 0.05572604015469551, + 0.041972506791353226, + 0.08435199409723282, + 0.3188988268375397, + 0.13498586416244507, + 0.038217559456825256 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.01607118360698223 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, captured from a slightly elevated angle, captures a freshly made golden-brown ring-shaped doughnut, resting on a dark, rustic wooden surface, its porous, cake-like texture visible around the edges. The doughnut's surface is thickly coated with a translucent, sugary glaze, which currently possesses a damp, mirror-like sheen, reflecting warm, soft light from a single, directional light source. The camera remains steady as a mesmerizing transformation rapidly unfolds: the liquid glaze begins to harden, and a delicate, crystalline frosting begins to spread from the edges inward onto the smooth surface. This process visibly alters the texture, with the smooth, liquid sheen quickly giving way to a matte, slightly opaque finish. Hardening accelerates, forming a robust, intricate network of tiny sugar crystals that catch the light, creating a delicate, shimmering crust across the entire doughnut. The warm tones, dominated by the golden doughnut and the creamy glaze against the dark wood, combined with the shallow depth of field, create an atmosphere of intense focus, mouth-watering, and satisfying beauty, celebrating the simple beauty of a classic masterpiece.", + "seed": 15937, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_2/index_199_seed_15937_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0393254314083606, + "vlm_logprob": -0.0393254314083606, + "vlm_yes_no_margin": 4.150000023841858, + "vlm_token_credit": -0.0393254314083606, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010607998818159103 + ], + "opposite_logprob_tokens": [ + -4.760608196258545 + ], + "logprob_reward": -0.010607998818159103, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010607998818159103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30865949392318726, + 0.08094950765371323, + 0.06010003015398979, + 0.011387648060917854, + 0.07027047127485275, + 0.06612635403871536, + 0.030364451929926872, + 0.21483352780342102, + 0.10877735167741776, + 0.048531223088502884 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.010607998818159103 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330368012189865 + ], + "opposite_logprob_tokens": [ + -3.773303747177124 + ], + "logprob_reward": -0.02330368012189865, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330368012189865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2952771782875061, + 0.06519940495491028, + 0.0313592366874218, + 0.042192187160253525, + 0.15580777823925018, + 0.27609241008758545, + 0.06679532676935196, + 0.028708310797810555, + 0.02654690481722355, + 0.012021180242300034 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.02330368012189865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281120896339417 + ], + "opposite_logprob_tokens": [ + -2.0178112983703613 + ], + "logprob_reward": -0.14281120896339417, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14281120896339417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2752732038497925, + 0.03236233443021774, + 0.020861420780420303, + 0.016674228012561798, + 0.13432079553604126, + 0.07770092785358429, + 0.03201330080628395, + 0.29668739438056946, + 0.0935736820101738, + 0.020532703027129173 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.14281120896339417 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017191881779581308 + ], + "opposite_logprob_tokens": [ + -6.376718997955322 + ], + "logprob_reward": -0.0017191881779581308, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017191881779581308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02985520288348198, + 0.04760272055864334, + 0.047666486352682114, + 0.0053060222417116165, + 0.011929474771022797, + 0.39105212688446045, + 0.01572263427078724, + 0.38475486636161804, + 0.039758771657943726, + 0.026351723819971085 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.0017191881779581308 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden-brown ring-shaped doughnut with a porous, cake-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the doughnut resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the liquid glaze hardening and crystalline frosting spreading from the edges inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the surface texture change from a damp, mirror-like sheen to a matte, slightly opaque finish with a network of sugar crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, extreme macro, and captured from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185080960392952 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185080960392952, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185080960392952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22209076583385468, + 0.054584719240665436, + 0.02027069590985775, + 0.021203873679041862, + 0.03392186388373375, + 0.1599089503288269, + 0.05708494409918785, + 0.3664557933807373, + 0.04283762350678444, + 0.021640801802277565 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.018185080960392952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_3/index_tensor([5746, 5746])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_3/index_tensor([5746, 5746])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1754a119eaccaca39851da7ba761da017e111643 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_3/index_tensor([5746, 5746])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle close-up captures a partially filled, clear plastic water bottle, lying on its side on a smooth, dark, polished granite kitchen countertop. The bottle's plastic is slightly wrinkled from use, and the ridges around the bottle catch the single, cool-toned overhead light, creating subtle highlights. A deep, low-frequency vibration momentarily disrupts the scene, causing the bottle to roll slightly, in an almost imperceptible direction. With this new position, gravity takes over, and a thin, crystal-clear stream of water begins to trickle steadily and deliberately from the unscrewed blue plastic cap. The water falls onto the dark surface below, forming a small, amoebic puddle, its edges silently and slowly spreading outward. The camera tilts down almost imperceptibly, following the bright, sharp flickers of the overhead light, dancing across the wet, expanding surface of the growing puddle, creating a tense and detailed atmosphere, the only sounds being the quiet dripping and the silent, unstoppable spread of water.", + "seed": 30687, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_3/index_5746_seed_30687_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12472574859857559, + "vlm_logprob": -0.12472574859857559, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.12472574859857559, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03066750057041645 + ], + "opposite_logprob_tokens": [ + -3.530667543411255 + ], + "logprob_reward": -0.03066750057041645, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03066750057041645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09674885869026184, + 0.1156700849533081, + 0.08989743888378143, + 0.13032567501068115, + 0.18076159060001373, + 0.05115749314427376, + 0.1214992105960846, + 0.08829236775636673, + 0.03454507142305374, + 0.09110215306282043 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.03066750057041645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42893433570861816 + ], + "opposite_logprob_tokens": [ + -1.0539343357086182 + ], + "logprob_reward": -0.42893433570861816, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42893433570861816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09676048904657364, + 0.043867871165275574, + 0.0392998643219471, + 0.08628156781196594, + 0.07911360263824463, + 0.07254504412412643, + 0.21195469796657562, + 0.22261126339435577, + 0.08107355237007141, + 0.06649199873209 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.42893433570861816 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649149909615517 + ], + "opposite_logprob_tokens": [ + -4.7586493492126465 + ], + "logprob_reward": -0.008649149909615517, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649149909615517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07163108885288239, + 0.11280836910009384, + 0.04250447452068329, + 0.09318254142999649, + 0.3064802587032318, + 0.06030520424246788, + 0.04181623458862305, + 0.09489983320236206, + 0.043464042246341705, + 0.1329079270362854 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.008649149909615517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545477598905563 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545477598905563, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545477598905563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051151227205991745, + 0.056163664907217026, + 0.04882022365927696, + 0.10669256001710892, + 0.0845802053809166, + 0.13535381853580475, + 0.1154547780752182, + 0.04822395369410515, + 0.05240720883011818, + 0.30115237832069397 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.012545477598905563 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283227920532227 + ], + "opposite_logprob_tokens": [ + -2.0178322792053223 + ], + "logprob_reward": -0.14283227920532227, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283227920532227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08031515032052994, + 0.09510089457035065, + 0.058584850281476974, + 0.13720175623893738, + 0.2186570167541504, + 0.0675523430109024, + 0.09246157854795456, + 0.02029283531010151, + 0.022481568157672882, + 0.20735198259353638 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.14283227920532227 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a partially filled, clear plastic water bottle, lying on its side on a smooth, dark, polished granite kitchen countertop. The bottle's plastic is slightly wrinkled from use, and the ridges around the bottle catch the single, cool-toned overhead light, creating subtle highlights. A deep, low-frequency vibration momentarily disrupts the scene, causing the bottle to roll slightly, in an almost imperceptible direction. With this new position, gravity takes over, and a thin, crystal-clear stream of water begins to trickle steadily and deliberately from the unscrewed blue plastic cap. The water falls onto the dark surface below, forming a small, amoebic puddle, its edges silently and slowly spreading outward. The camera tilts down almost imperceptibly, following the bright, sharp flickers of the overhead light, dancing across the wet, expanding surface of the growing puddle, creating a tense and detailed atmosphere, the only sounds being the quiet dripping and the silent, unstoppable spread of water.", + "seed": 30688, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_3/index_5746_seed_30688_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19730996135622264, + "vlm_logprob": -0.19730996135622264, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.19730996135622264, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008376583456993103 + ], + "opposite_logprob_tokens": [ + -4.883376598358154 + ], + "logprob_reward": -0.008376583456993103, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008376583456993103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13588476181030273, + 0.08192498981952667, + 0.05812612175941467, + 0.10925287008285522, + 0.3082473576068878, + 0.13512343168258667, + 0.044655587524175644, + 0.05433230847120285, + 0.04061635583639145, + 0.031836237758398056 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.008376583456993103 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261547684669495 + ], + "opposite_logprob_tokens": [ + -0.5761547684669495 + ], + "logprob_reward": -0.8261547684669495, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261547684669495, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.047284916043281555, + 0.06897556036710739, + 0.05620458722114563, + 0.08444301784038544, + 0.18679964542388916, + 0.28521373867988586, + 0.1363387107849121, + 0.05242123827338219, + 0.05600769817829132, + 0.026310935616493225 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.8261547684669495 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006750398315489292 + ], + "opposite_logprob_tokens": [ + -5.006750583648682 + ], + "logprob_reward": -0.006750398315489292, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006750398315489292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05101660266518593, + 0.039090000092983246, + 0.02754177711904049, + 0.025832649320364, + 0.5994107723236084, + 0.09753328561782837, + 0.06038598716259003, + 0.05214431509375572, + 0.017716215923428535, + 0.02932841330766678 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.006750398315489292 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197957426309586 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.018197957426309586, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197957426309586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03819476440548897, + 0.02412417344748974, + 0.02356170304119587, + 0.0671941488981247, + 0.4494733214378357, + 0.13890579342842102, + 0.07560018450021744, + 0.05667237937450409, + 0.021881824359297752, + 0.1043916866183281 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.018197957426309586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270700991153717 + ], + "opposite_logprob_tokens": [ + -2.127070188522339 + ], + "logprob_reward": -0.1270700991153717, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270700991153717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022726379334926605, + 0.03382791951298714, + 0.02412097342312336, + 0.020640341565012932, + 0.31073179841041565, + 0.30846866965293884, + 0.08856486529111862, + 0.10548289120197296, + 0.02999044395983219, + 0.05544568598270416 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.1270700991153717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a partially filled, clear plastic water bottle, lying on its side on a smooth, dark, polished granite kitchen countertop. The bottle's plastic is slightly wrinkled from use, and the ridges around the bottle catch the single, cool-toned overhead light, creating subtle highlights. A deep, low-frequency vibration momentarily disrupts the scene, causing the bottle to roll slightly, in an almost imperceptible direction. With this new position, gravity takes over, and a thin, crystal-clear stream of water begins to trickle steadily and deliberately from the unscrewed blue plastic cap. The water falls onto the dark surface below, forming a small, amoebic puddle, its edges silently and slowly spreading outward. The camera tilts down almost imperceptibly, following the bright, sharp flickers of the overhead light, dancing across the wet, expanding surface of the growing puddle, creating a tense and detailed atmosphere, the only sounds being the quiet dripping and the silent, unstoppable spread of water.", + "seed": 30689, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_3/index_5746_seed_30689_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11288157291710377, + "vlm_logprob": -0.11288157291710377, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.11288157291710377, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015418264083564281 + ], + "opposite_logprob_tokens": [ + -4.26541805267334 + ], + "logprob_reward": -0.015418264083564281, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015418264083564281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13872936367988586, + 0.1039223000407219, + 0.0894220620393753, + 0.05506667494773865, + 0.04177530109882355, + 0.07322456687688828, + 0.10019707679748535, + 0.1514638215303421, + 0.1857638955116272, + 0.06043493002653122 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.015418264083564281 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42893823981285095 + ], + "opposite_logprob_tokens": [ + -1.0539382696151733 + ], + "logprob_reward": -0.42893823981285095, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42893823981285095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22939497232437134, + 0.1559062898159027, + 0.14610973000526428, + 0.042757999151945114, + 0.06551486253738403, + 0.05479246750473976, + 0.05685706436634064, + 0.062272604554891586, + 0.07458897680044174, + 0.1118050292134285 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.42893823981285095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650686591863632 + ], + "opposite_logprob_tokens": [ + -4.758650779724121 + ], + "logprob_reward": -0.008650686591863632, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650686591863632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21437647938728333, + 0.0862119197845459, + 0.0775689110159874, + 0.1071687787771225, + 0.053850676864385605, + 0.08987685292959213, + 0.07568956911563873, + 0.12721990048885345, + 0.08587947487831116, + 0.08215740323066711 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.008650686591863632 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107827853411436 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.01107827853411436, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107827853411436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17321725189685822, + 0.09652668982744217, + 0.2317362278699875, + 0.10474961251020432, + 0.04462507367134094, + 0.04044240340590477, + 0.054718367755413055, + 0.06562966853380203, + 0.10349081456661224, + 0.08486390113830566 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.01107827853411436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032239556312561 + ], + "opposite_logprob_tokens": [ + -2.3503224849700928 + ], + "logprob_reward": -0.10032239556312561, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032239556312561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09104978293180466, + 0.05068673565983772, + 0.05378684401512146, + 0.07263974845409393, + 0.0823100358247757, + 0.13237957656383514, + 0.1661679893732071, + 0.06571004539728165, + 0.2064048945903778, + 0.07886435091495514 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.10032239556312561 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a partially filled, clear plastic water bottle, lying on its side on a smooth, dark, polished granite kitchen countertop. The bottle's plastic is slightly wrinkled from use, and the ridges around the bottle catch the single, cool-toned overhead light, creating subtle highlights. A deep, low-frequency vibration momentarily disrupts the scene, causing the bottle to roll slightly, in an almost imperceptible direction. With this new position, gravity takes over, and a thin, crystal-clear stream of water begins to trickle steadily and deliberately from the unscrewed blue plastic cap. The water falls onto the dark surface below, forming a small, amoebic puddle, its edges silently and slowly spreading outward. The camera tilts down almost imperceptibly, following the bright, sharp flickers of the overhead light, dancing across the wet, expanding surface of the growing puddle, creating a tense and detailed atmosphere, the only sounds being the quiet dripping and the silent, unstoppable spread of water.", + "seed": 30690, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_3/index_5746_seed_30690_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2501557569950819, + "vlm_logprob": -0.2501557569950819, + "vlm_yes_no_margin": 2.324999988079071, + "vlm_token_credit": -0.2501557569950819, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3148382306098938 + ], + "opposite_logprob_tokens": [ + -1.314838171005249 + ], + "logprob_reward": -0.3148382306098938, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3148382306098938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2775753140449524, + 0.01903572306036949, + 0.06681463122367859, + 0.032821062952280045, + 0.18930424749851227, + 0.2658567428588867, + 0.014770307578146458, + 0.0419069305062294, + 0.02376405894756317, + 0.06815098226070404 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.3148382306098938 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261867761611938 + ], + "opposite_logprob_tokens": [ + -0.5761867761611938 + ], + "logprob_reward": -0.8261867761611938, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261867761611938, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1353326141834259, + 0.04558951035141945, + 0.0761023461818695, + 0.060669101774692535, + 0.41566771268844604, + 0.03440778702497482, + 0.03211884945631027, + 0.04472183808684349, + 0.07511595636606216, + 0.0802743062376976 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.8261867761611938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560546398162842 + ], + "opposite_logprob_tokens": [ + -4.3875603675842285 + ], + "logprob_reward": -0.012560546398162842, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560546398162842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1896427720785141, + 0.048847660422325134, + 0.09429487586021423, + 0.03881010040640831, + 0.18567423522472382, + 0.2695450782775879, + 0.022701382637023926, + 0.04214709997177124, + 0.04652775451540947, + 0.06180901452898979 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.012560546398162842 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197840079665184 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.018197840079665184, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197840079665184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1612408608198166, + 0.014344533905386925, + 0.09990350157022476, + 0.04202496260404587, + 0.25592267513275146, + 0.3223394751548767, + 0.009643055498600006, + 0.028549475595355034, + 0.027365470305085182, + 0.03866605460643768 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.018197840079665184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a clear plastic water bottle visible lying on its side on a dark polished granite countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the bottle roll slightly due to a vibration before water starts to trickle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of water trickle steadily from the unscrewed blue plastic cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water form a small puddle with edges that spread outward slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down to follow the light flickers on the wet surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899539172649384 + ], + "opposite_logprob_tokens": [ + -2.5789954662323 + ], + "logprob_reward": -0.07899539172649384, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899539172649384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4280942678451538, + 0.03691275790333748, + 0.16867320239543915, + 0.05343836918473244, + 0.13991716504096985, + 0.07935754954814911, + 0.0208706296980381, + 0.01699778251349926, + 0.03413614258170128, + 0.021602172404527664 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.07899539172649384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_4/index_tensor([8561, 8561])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_4/index_tensor([8561, 8561])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cab524849accd7868d10745f0a5ceb8a9ee5d2ff --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_4/index_tensor([8561, 8561])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In vibrant Pixar cartoon style, a high-angle shot slowly tilts downward, descending over a tranquil pond. The water's surface is a polished, crystal-clear aquamarine, disturbed only by a gentle wave, which ripples outward in slow-motion concentric circles, causing a dense cluster of stylized, shield-shaped leaves to gently sway in unison. The leaves' top surfaces are a lush, saturated green, while their undersides are a thick, translucent, wobbling gelatinous substance with a soft pink glow. As the camera continues its deliberate downward tilt, it seamlessly dips beneath the surface, revealing a whimsical underwater world bathed in a magical glow. Golden, three-dimensional sunlight penetrates the clear water, creating mesmerizing, ever-changing patterns of light and shadow on the shimmering, fine sand at the pond's bottom. Seen from below, the floating leaves' gelatinous undersides gently sway with the surface's movement, refracting light like soft, organic lenses, creating a tranquil and captivating atmosphere for this vibrant, magical ecosystem.", + "seed": 3246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_4/index_8561_seed_3246_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05990245947614312, + "vlm_logprob": -0.05990245947614312, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.05990245947614312, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23128369450569153 + ], + "opposite_logprob_tokens": [ + -1.6062836647033691 + ], + "logprob_reward": -0.23128369450569153, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23128369450569153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16863034665584564, + 0.037284694612026215, + 0.06195751577615738, + 0.05886939540505409, + 0.17666468024253845, + 0.14365284144878387, + 0.09844744950532913, + 0.11667118221521378, + 0.046642567962408066, + 0.09117931127548218 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.23128369450569153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033707089722156525 + ], + "opposite_logprob_tokens": [ + -3.4087071418762207 + ], + "logprob_reward": -0.033707089722156525, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033707089722156525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3131551444530487, + 0.06993457674980164, + 0.06193789094686508, + 0.14725303649902344, + 0.11965562403202057, + 0.10564859956502914, + 0.03721058368682861, + 0.056718409061431885, + 0.023965058848261833, + 0.06452112644910812 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.033707089722156525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094788804650307 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094788804650307, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094788804650307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1359318643808365, + 0.05840027332305908, + 0.3767652213573456, + 0.06861218065023422, + 0.1332903951406479, + 0.09031668305397034, + 0.04206192493438721, + 0.02979930303990841, + 0.021376200020313263, + 0.04344594478607178 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.004094788804650307 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090514499694109 + ], + "opposite_logprob_tokens": [ + -5.504090309143066 + ], + "logprob_reward": -0.004090514499694109, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090514499694109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10926568508148193, + 0.08470911532640457, + 0.0958157554268837, + 0.09682019054889679, + 0.10197942703962326, + 0.24294379353523254, + 0.09941072016954422, + 0.05573389306664467, + 0.036075409501791, + 0.0772460475564003 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.004090514499694109 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633620984852314 + ], + "opposite_logprob_tokens": [ + -3.651336193084717 + ], + "logprob_reward": -0.02633620984852314, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633620984852314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2541286051273346, + 0.042682353407144547, + 0.10469850897789001, + 0.05527589097619057, + 0.19132067263126373, + 0.09224724769592285, + 0.05454340577125549, + 0.08220919221639633, + 0.04593685641884804, + 0.07695724070072174 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.02633620984852314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In vibrant Pixar cartoon style, a high-angle shot slowly tilts downward, descending over a tranquil pond. The water's surface is a polished, crystal-clear aquamarine, disturbed only by a gentle wave, which ripples outward in slow-motion concentric circles, causing a dense cluster of stylized, shield-shaped leaves to gently sway in unison. The leaves' top surfaces are a lush, saturated green, while their undersides are a thick, translucent, wobbling gelatinous substance with a soft pink glow. As the camera continues its deliberate downward tilt, it seamlessly dips beneath the surface, revealing a whimsical underwater world bathed in a magical glow. Golden, three-dimensional sunlight penetrates the clear water, creating mesmerizing, ever-changing patterns of light and shadow on the shimmering, fine sand at the pond's bottom. Seen from below, the floating leaves' gelatinous undersides gently sway with the surface's movement, refracting light like soft, organic lenses, creating a tranquil and captivating atmosphere for this vibrant, magical ecosystem.", + "seed": 3247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_4/index_8561_seed_3247_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01279357634484768, + "vlm_logprob": -0.01279357634484768, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.01279357634484768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024979697540402412 + ], + "opposite_logprob_tokens": [ + -3.774979591369629 + ], + "logprob_reward": -0.024979697540402412, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024979697540402412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18760669231414795, + 0.07168751209974289, + 0.06355355679988861, + 0.09027888625860214, + 0.10035604238510132, + 0.06415299326181412, + 0.08934874087572098, + 0.07173608988523483, + 0.1410369724035263, + 0.12024255096912384 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.024979697540402412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541357427835464 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541357427835464, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541357427835464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17889142036437988, + 0.1276220977306366, + 0.09406691789627075, + 0.040192775428295135, + 0.08891332894563675, + 0.21516090631484985, + 0.09413547813892365, + 0.0493486188352108, + 0.07718802243471146, + 0.03448037803173065 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.012541357427835464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628121413290501 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007628121413290501, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628121413290501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24105088412761688, + 0.09571821987628937, + 0.10498347878456116, + 0.10539183765649796, + 0.09287887811660767, + 0.04906920716166496, + 0.12838858366012573, + 0.08206575363874435, + 0.05559321865439415, + 0.04485991597175598 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.007628121413290501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632455296814442 + ], + "opposite_logprob_tokens": [ + -5.379632472991943 + ], + "logprob_reward": -0.004632455296814442, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632455296814442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12182102352380753, + 0.07822278887033463, + 0.07441318035125732, + 0.031167663633823395, + 0.06588536500930786, + 0.1319960206747055, + 0.15380127727985382, + 0.12274691462516785, + 0.1513049155473709, + 0.06864079087972641 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.004632455296814442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014186250045895576 + ], + "opposite_logprob_tokens": [ + -4.264186382293701 + ], + "logprob_reward": -0.014186250045895576, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014186250045895576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31705936789512634, + 0.08417648077011108, + 0.07119838148355484, + 0.15292982757091522, + 0.106336809694767, + 0.047918543219566345, + 0.05116051807999611, + 0.05435376986861229, + 0.05772297829389572, + 0.05714333802461624 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.014186250045895576 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In vibrant Pixar cartoon style, a high-angle shot slowly tilts downward, descending over a tranquil pond. The water's surface is a polished, crystal-clear aquamarine, disturbed only by a gentle wave, which ripples outward in slow-motion concentric circles, causing a dense cluster of stylized, shield-shaped leaves to gently sway in unison. The leaves' top surfaces are a lush, saturated green, while their undersides are a thick, translucent, wobbling gelatinous substance with a soft pink glow. As the camera continues its deliberate downward tilt, it seamlessly dips beneath the surface, revealing a whimsical underwater world bathed in a magical glow. Golden, three-dimensional sunlight penetrates the clear water, creating mesmerizing, ever-changing patterns of light and shadow on the shimmering, fine sand at the pond's bottom. Seen from below, the floating leaves' gelatinous undersides gently sway with the surface's movement, refracting light like soft, organic lenses, creating a tranquil and captivating atmosphere for this vibrant, magical ecosystem.", + "seed": 3248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_4/index_8561_seed_3248_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018684624601155518, + "vlm_logprob": -0.018684624601155518, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.018684624601155518, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015005921944975853 + ], + "opposite_logprob_tokens": [ + -4.390006065368652 + ], + "logprob_reward": -0.015005921944975853, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015005921944975853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1955725997686386, + 0.04856199026107788, + 0.03292892873287201, + 0.10762834548950195, + 0.046530671417713165, + 0.04648609459400177, + 0.043280307203531265, + 0.03028489463031292, + 0.31972986459732056, + 0.12899623811244965 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.015005921944975853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043063513934612274 + ], + "opposite_logprob_tokens": [ + -3.1680634021759033 + ], + "logprob_reward": -0.043063513934612274, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043063513934612274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04044145345687866, + 0.04168719798326492, + 0.024126801639795303, + 0.0493047833442688, + 0.13919124007225037, + 0.06822137534618378, + 0.051920488476753235, + 0.06498314440250397, + 0.4774487614631653, + 0.04267473146319389 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.043063513934612274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640405531972647 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640405531972647, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640405531972647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10802357643842697, + 0.08042633533477783, + 0.0751214474439621, + 0.06579846143722534, + 0.028211798518896103, + 0.0619075633585453, + 0.033746931701898575, + 0.07505866140127182, + 0.31150317192077637, + 0.16020208597183228 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.004640405531972647 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179811537265778 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.018179811537265778, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018179811537265778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023733481764793396, + 0.026801103726029396, + 0.013671502470970154, + 0.030270664021372795, + 0.0374087393283844, + 0.05615106225013733, + 0.023762423545122147, + 0.024042537435889244, + 0.7382022738456726, + 0.025956211611628532 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.018179811537265778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533470056951046 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533470056951046, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533470056951046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051230184733867645, + 0.06856322288513184, + 0.12191379070281982, + 0.044593971222639084, + 0.048120275139808655, + 0.1706535518169403, + 0.032798245549201965, + 0.052841916680336, + 0.267372727394104, + 0.14191211760044098 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.012533470056951046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In vibrant Pixar cartoon style, a high-angle shot slowly tilts downward, descending over a tranquil pond. The water's surface is a polished, crystal-clear aquamarine, disturbed only by a gentle wave, which ripples outward in slow-motion concentric circles, causing a dense cluster of stylized, shield-shaped leaves to gently sway in unison. The leaves' top surfaces are a lush, saturated green, while their undersides are a thick, translucent, wobbling gelatinous substance with a soft pink glow. As the camera continues its deliberate downward tilt, it seamlessly dips beneath the surface, revealing a whimsical underwater world bathed in a magical glow. Golden, three-dimensional sunlight penetrates the clear water, creating mesmerizing, ever-changing patterns of light and shadow on the shimmering, fine sand at the pond's bottom. Seen from below, the floating leaves' gelatinous undersides gently sway with the surface's movement, refracting light like soft, organic lenses, creating a tranquil and captivating atmosphere for this vibrant, magical ecosystem.", + "seed": 3249, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_4/index_8561_seed_3249_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0326043744571507, + "vlm_logprob": -0.0326043744571507, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.0326043744571507, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07643807679414749 + ], + "opposite_logprob_tokens": [ + -2.7014381885528564 + ], + "logprob_reward": -0.07643807679414749, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07643807679414749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3801563084125519, + 0.06947866082191467, + 0.05019347369670868, + 0.14130957424640656, + 0.0770372599363327, + 0.04363051801919937, + 0.06321721524000168, + 0.08563284575939178, + 0.04208605736494064, + 0.04725802689790726 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.07643807679414749 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033717233687639236 + ], + "opposite_logprob_tokens": [ + -3.408717155456543 + ], + "logprob_reward": -0.033717233687639236, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033717233687639236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20775261521339417, + 0.10064476728439331, + 0.06617923825979233, + 0.14184921979904175, + 0.14585408568382263, + 0.04599958285689354, + 0.08184730261564255, + 0.06642396748065948, + 0.07911986857652664, + 0.06432937830686569 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.033717233687639236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952369887381792 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952369887381792, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952369887381792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11459995806217194, + 0.07764672487974167, + 0.07064855098724365, + 0.1457568109035492, + 0.14189119637012482, + 0.0835978090763092, + 0.10297077894210815, + 0.1488218754529953, + 0.07251403480768204, + 0.04155220836400986 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.005952369887381792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337139308452606 + ], + "opposite_logprob_tokens": [ + -3.651337146759033 + ], + "logprob_reward": -0.026337139308452606, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337139308452606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3994525969028473, + 0.07071856409311295, + 0.0693647637963295, + 0.051895998418331146, + 0.14948447048664093, + 0.04220062121748924, + 0.02514728158712387, + 0.057500287890434265, + 0.046098921447992325, + 0.0881364494562149 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.026337139308452606 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle shot that slowly tilts downward over a pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shield-shaped leaves visible with lush green tops and thick translucent pink gelatinous undersides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera dip beneath the water surface to reveal a golden underwater world with sunlight patterns on sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water surface depicted as polished, crystal-clear aquamarine with slow-motion concentric ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577052608132362 + ], + "opposite_logprob_tokens": [ + -3.8955769538879395 + ], + "logprob_reward": -0.020577052608132362, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577052608132362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6497790217399597, + 0.06742964684963226, + 0.041138578206300735, + 0.04061634838581085, + 0.05642249435186386, + 0.031055258587002754, + 0.01976153440773487, + 0.031296808272600174, + 0.04103371500968933, + 0.02146667055785656 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.020577052608132362 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_5/index_tensor([5791, 5791])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_5/index_tensor([5791, 5791])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..544068e3c1b2def320c37e1e718a697768b3a12d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_5/index_tensor([5791, 5791])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, frontal close-up pans backward, keeping a muscular, balding African-American man perfectly framed as he rides his bicycle directly toward the camera. His brow is furrowed, his jaw set, an expression of intense anger etched across his face, and his focused eyes stare forward. He is dressed in form-fitting athletic attire: a dark blue, short-sleeved cycling jersey made of moisture-wicking fabric, pulled tight around his muscular shoulders, and a sleek, matte-black, aerodynamic helmet strapped securely to his head. He pedals at a relentless, moderate pace, his powerful legs pushing the pedals with a steady, determined rhythm, while his hands grip the handlebars with palpable strength. The entire scene is bathed in cool light—it's an overcast day, blurring colors and accentuating the sheen of sweat on his skin. The background, a soft-focus blur of a city street, ensures the viewer's attention remains focused on the palpable, tense atmosphere created by the man's powerful effort and grim determination.", + "seed": 16248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_5/index_5791_seed_16248_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.057448013592511414, + "vlm_logprob": -0.057448013592511414, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.057448013592511414, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015024123713374138 + ], + "opposite_logprob_tokens": [ + -4.265024185180664 + ], + "logprob_reward": -0.015024123713374138, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015024123713374138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1502755582332611, + 0.0855700746178627, + 0.030724968761205673, + 0.41337791085243225, + 0.06033443287014961, + 0.0225001722574234, + 0.0168283823877573, + 0.013561708852648735, + 0.16244366765022278, + 0.044383078813552856 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.015024123713374138 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962797906249762 + ], + "opposite_logprob_tokens": [ + -5.13096284866333 + ], + "logprob_reward": -0.005962797906249762, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962797906249762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5129836201667786, + 0.08140939474105835, + 0.057976167649030685, + 0.030387191101908684, + 0.05992441624403, + 0.047137897461652756, + 0.031778689473867416, + 0.020606128498911858, + 0.03740734979510307, + 0.12038909643888474 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005962797906249762 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495057255029678 + ], + "opposite_logprob_tokens": [ + -2.929950475692749 + ], + "logprob_reward": -0.05495057255029678, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495057255029678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6222466826438904, + 0.08681510388851166, + 0.04106893017888069, + 0.03669026494026184, + 0.09586230665445328, + 0.015119456686079502, + 0.02121773175895214, + 0.01603596657514572, + 0.039565131068229675, + 0.025378311052918434 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05495057255029678 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978058110922575 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.00978058110922575, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978058110922575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5329861640930176, + 0.05194327235221863, + 0.10325240343809128, + 0.031207362189888954, + 0.04062580317258835, + 0.030199289321899414, + 0.02700650505721569, + 0.021343965083360672, + 0.11268555372953415, + 0.048749733716249466 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.00978058110922575 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20152199268341064 + ], + "opposite_logprob_tokens": [ + -1.7015219926834106 + ], + "logprob_reward": -0.20152199268341064, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20152199268341064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42116665840148926, + 0.12596148252487183, + 0.09038460999727249, + 0.04207799956202507, + 0.06318231672048569, + 0.059051938354969025, + 0.018978651612997055, + 0.03211304172873497, + 0.08686310052871704, + 0.06022021546959877 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.20152199268341064 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, frontal close-up pans backward, keeping a muscular, balding African-American man perfectly framed as he rides his bicycle directly toward the camera. His brow is furrowed, his jaw set, an expression of intense anger etched across his face, and his focused eyes stare forward. He is dressed in form-fitting athletic attire: a dark blue, short-sleeved cycling jersey made of moisture-wicking fabric, pulled tight around his muscular shoulders, and a sleek, matte-black, aerodynamic helmet strapped securely to his head. He pedals at a relentless, moderate pace, his powerful legs pushing the pedals with a steady, determined rhythm, while his hands grip the handlebars with palpable strength. The entire scene is bathed in cool light—it's an overcast day, blurring colors and accentuating the sheen of sweat on his skin. The background, a soft-focus blur of a city street, ensures the viewer's attention remains focused on the palpable, tense atmosphere created by the man's powerful effort and grim determination.", + "seed": 16249, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_5/index_5791_seed_16249_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04492343328893185, + "vlm_logprob": -0.04492343328893185, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.04492343328893185, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009571731090545654 + ], + "opposite_logprob_tokens": [ + -4.759571552276611 + ], + "logprob_reward": -0.009571731090545654, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009571731090545654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13601848483085632, + 0.09853630512952805, + 0.02879342809319496, + 0.04877033084630966, + 0.03596414998173714, + 0.06909498572349548, + 0.2932150363922119, + 0.05127695947885513, + 0.1293921172618866, + 0.10893817991018295 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.009571731090545654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107254557311535 + ], + "opposite_logprob_tokens": [ + -5.504107475280762 + ], + "logprob_reward": -0.004107254557311535, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107254557311535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08034307509660721, + 0.06462562829256058, + 0.03227268159389496, + 0.05243249610066414, + 0.044787436723709106, + 0.032516881823539734, + 0.1754327118396759, + 0.0719134584069252, + 0.03565341606736183, + 0.41002216935157776 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.004107254557311535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038090530782938004 + ], + "opposite_logprob_tokens": [ + -3.288090467453003 + ], + "logprob_reward": -0.038090530782938004, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038090530782938004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16739588975906372, + 0.05375009775161743, + 0.14913499355316162, + 0.04959593713283539, + 0.05383562669157982, + 0.026787368580698967, + 0.13378426432609558, + 0.04586901515722275, + 0.0805654525756836, + 0.23928137123584747 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.038090530782938004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536413036286831 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536413036286831, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536413036286831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09399504959583282, + 0.05415330082178116, + 0.021549176424741745, + 0.034159038215875626, + 0.07656116783618927, + 0.01319851540029049, + 0.4031508266925812, + 0.13486289978027344, + 0.030031897127628326, + 0.1383381187915802 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.012536413036286831 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603112369775772 + ], + "opposite_logprob_tokens": [ + -1.910311222076416 + ], + "logprob_reward": -0.1603112369775772, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603112369775772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08601559698581696, + 0.09231019020080566, + 0.04594479128718376, + 0.02420376054942608, + 0.09157136082649231, + 0.03268584981560707, + 0.21534067392349243, + 0.10124373435974121, + 0.15684275329113007, + 0.15384134650230408 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.1603112369775772 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, frontal close-up pans backward, keeping a muscular, balding African-American man perfectly framed as he rides his bicycle directly toward the camera. His brow is furrowed, his jaw set, an expression of intense anger etched across his face, and his focused eyes stare forward. He is dressed in form-fitting athletic attire: a dark blue, short-sleeved cycling jersey made of moisture-wicking fabric, pulled tight around his muscular shoulders, and a sleek, matte-black, aerodynamic helmet strapped securely to his head. He pedals at a relentless, moderate pace, his powerful legs pushing the pedals with a steady, determined rhythm, while his hands grip the handlebars with palpable strength. The entire scene is bathed in cool light—it's an overcast day, blurring colors and accentuating the sheen of sweat on his skin. The background, a soft-focus blur of a city street, ensures the viewer's attention remains focused on the palpable, tense atmosphere created by the man's powerful effort and grim determination.", + "seed": 16250, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_5/index_5791_seed_16250_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.048879554495215416, + "vlm_logprob": -0.048879554495215416, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.048879554495215416, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023789331316947937 + ], + "opposite_logprob_tokens": [ + -3.773789405822754 + ], + "logprob_reward": -0.023789331316947937, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023789331316947937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6460524797439575, + 0.056015923619270325, + 0.024430841207504272, + 0.026748044416308403, + 0.029503630474209785, + 0.07684347033500671, + 0.09395737200975418, + 0.013041517697274685, + 0.02387196198105812, + 0.00953474547713995 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.023789331316947937 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004649660550057888 + ], + "opposite_logprob_tokens": [ + -5.379649639129639 + ], + "logprob_reward": -0.004649660550057888, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004649660550057888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7761504650115967, + 0.017241740599274635, + 0.07044609636068344, + 0.008247509598731995, + 0.03873830288648605, + 0.015718910843133926, + 0.020915336906909943, + 0.015950055792927742, + 0.02532113902270794, + 0.011270323768258095 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.004649660550057888 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340041309595108 + ], + "opposite_logprob_tokens": [ + -3.6513400077819824 + ], + "logprob_reward": -0.026340041309595108, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340041309595108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7836114168167114, + 0.03403811156749725, + 0.029356900602579117, + 0.010848392732441425, + 0.07895864546298981, + 0.01721905544400215, + 0.014969984069466591, + 0.00937399547547102, + 0.01382892020046711, + 0.007794592063874006 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.026340041309595108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779873304069042 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779873304069042, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779873304069042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8157917261123657, + 0.007177064195275307, + 0.07436167448759079, + 0.007611388340592384, + 0.03678204119205475, + 0.02386956661939621, + 0.004728260450065136, + 0.01824157126247883, + 0.0084534902125597, + 0.002983188722282648 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.009779873304069042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798388659954071 + ], + "opposite_logprob_tokens": [ + -1.8048388957977295 + ], + "logprob_reward": -0.1798388659954071, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798388659954071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7713512182235718, + 0.02842261828482151, + 0.018528589978814125, + 0.00752214714884758, + 0.015296051278710365, + 0.03751281648874283, + 0.054148465394973755, + 0.03884227201342583, + 0.008860325440764427, + 0.019515404477715492 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.1798388659954071 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, frontal close-up pans backward, keeping a muscular, balding African-American man perfectly framed as he rides his bicycle directly toward the camera. His brow is furrowed, his jaw set, an expression of intense anger etched across his face, and his focused eyes stare forward. He is dressed in form-fitting athletic attire: a dark blue, short-sleeved cycling jersey made of moisture-wicking fabric, pulled tight around his muscular shoulders, and a sleek, matte-black, aerodynamic helmet strapped securely to his head. He pedals at a relentless, moderate pace, his powerful legs pushing the pedals with a steady, determined rhythm, while his hands grip the handlebars with palpable strength. The entire scene is bathed in cool light—it's an overcast day, blurring colors and accentuating the sheen of sweat on his skin. The background, a soft-focus blur of a city street, ensures the viewer's attention remains focused on the palpable, tense atmosphere created by the man's powerful effort and grim determination.", + "seed": 16251, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_5/index_5791_seed_16251_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06484729954972863, + "vlm_logprob": -0.06484729954972863, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.06484729954972863, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07945738732814789 + ], + "opposite_logprob_tokens": [ + -2.5794572830200195 + ], + "logprob_reward": -0.07945738732814789, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07945738732814789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24092717468738556, + 0.10168333351612091, + 0.11236611753702164, + 0.11562947928905487, + 0.03303294628858566, + 0.020309550687670708, + 0.05360402166843414, + 0.05021505802869797, + 0.24302269518375397, + 0.029209604486823082 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.07945738732814789 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007643500808626413 + ], + "opposite_logprob_tokens": [ + -4.882643699645996 + ], + "logprob_reward": -0.007643500808626413, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007643500808626413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08308673650026321, + 0.07809928059577942, + 0.07558392733335495, + 0.069276824593544, + 0.030329836532473564, + 0.02835245430469513, + 0.04392477497458458, + 0.05329441279172897, + 0.4961223900318146, + 0.04192940145730972 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.007643500808626413 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048651713877916336 + ], + "opposite_logprob_tokens": [ + -3.048651695251465 + ], + "logprob_reward": -0.048651713877916336, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048651713877916336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29432088136672974, + 0.07031353563070297, + 0.3042912483215332, + 0.030009092763066292, + 0.04631911590695381, + 0.023979581892490387, + 0.06334806978702545, + 0.06257888674736023, + 0.08545027673244476, + 0.019389329478144646 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.048651713877916336 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636267855763435 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636267855763435, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636267855763435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19403164088726044, + 0.049010053277015686, + 0.05665861442685127, + 0.071711465716362, + 0.07762672752141953, + 0.08321773260831833, + 0.10657934844493866, + 0.0397292897105217, + 0.30505988001823425, + 0.016375256702303886 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.008636267855763435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, balding African-American man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue, short-sleeved cycling jersey and a matte-black aerodynamic helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man display an expression of intense anger with a furrowed brow, set jaw, and focused eyes staring forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an overcast day with cool lighting that creates a soft-focus blur in the city street background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a tight, frontal close-up and pan backward while keeping the man perfectly framed as he rides toward it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798476278781891 + ], + "opposite_logprob_tokens": [ + -1.8048475980758667 + ], + "logprob_reward": -0.1798476278781891, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798476278781891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13697609305381775, + 0.08912429213523865, + 0.11373534798622131, + 0.08688618987798691, + 0.1333625316619873, + 0.04241418093442917, + 0.1594255417585373, + 0.05433591082692146, + 0.1632978469133377, + 0.020442085340619087 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.1798476278781891 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_6/index_tensor([1128, 1128])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_6/index_tensor([1128, 1128])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8e73ae07cc45a538f7c72f0cc3401966a6190e01 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_6/index_tensor([1128, 1128])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angled, extreme close-up captures a clean, white paper towel resting on the smooth, dark surface of a polished crystal kitchen counter. The paper towel's subtle diamond-quilted texture is clearly visible, its fibrous surface catching the soft morning light streaming in through an unseen window. A faint, almost imperceptible breeze causes one free edge of the paper towel to rise and fall in a slow, rhythmic, wave-like motion. This movement is subtle and unhurried, a gentle tremor that barely disturbs its otherwise still form, mimicking the slow, deep breathing of a sleeper. Directed light casts long, soft shadows on the counter and creates a gentle sheen on its dark, reflective surface, creating a blurred, abstract reflection of the window. The scene's minimalist color palette, composed of bright whites and dark charcoal, warmed by the golden morning sunlight, creates an atmosphere of quiet, contemplative, and tranquility, transforming an ordinary moment into a visually poetic observation.", + "seed": 9712, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_6/index_1128_seed_9712_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10913015268743038, + "vlm_logprob": -0.10913015268743038, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.10913015268743038, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22775384783744812 + ], + "opposite_logprob_tokens": [ + -1.6027538776397705 + ], + "logprob_reward": -0.22775384783744812, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22775384783744812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4109959304332733, + 0.09823612123727798, + 0.08469869941473007, + 0.062174614518880844, + 0.043408866971731186, + 0.04271082580089569, + 0.033398810774087906, + 0.06405958533287048, + 0.13852016627788544, + 0.02179638110101223 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.22775384783744812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039897501468658 + ], + "opposite_logprob_tokens": [ + -1.9103989601135254 + ], + "logprob_reward": -0.16039897501468658, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039897501468658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28949105739593506, + 0.2582489252090454, + 0.13744331896305084, + 0.060460180044174194, + 0.05467279255390167, + 0.040205977857112885, + 0.05023379996418953, + 0.03705020248889923, + 0.03735390678048134, + 0.03483987972140312 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.16039897501468658 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981671877205372 + ], + "opposite_logprob_tokens": [ + -3.5298166275024414 + ], + "logprob_reward": -0.02981671877205372, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981671877205372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35672929883003235, + 0.12802685797214508, + 0.11457070708274841, + 0.060084905475378036, + 0.04695047810673714, + 0.04565298929810524, + 0.07513699680566788, + 0.04191550612449646, + 0.09502445161342621, + 0.0359078086912632 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02981671877205372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901940494775772 + ], + "opposite_logprob_tokens": [ + -2.57901930809021 + ], + "logprob_reward": -0.07901940494775772, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901940494775772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33332958817481995, + 0.07411573082208633, + 0.05335894227027893, + 0.043395910412073135, + 0.1111183911561966, + 0.09115634858608246, + 0.12890659272670746, + 0.03752053156495094, + 0.07314014434814453, + 0.05395784601569176 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.07901940494775772 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048661816865205765 + ], + "opposite_logprob_tokens": [ + -3.048661708831787 + ], + "logprob_reward": -0.048661816865205765, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048661816865205765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30838605761528015, + 0.10276678204536438, + 0.07445106655359268, + 0.04338541999459267, + 0.12788695096969604, + 0.03847132623195648, + 0.09461124241352081, + 0.03148983046412468, + 0.05598827823996544, + 0.12256306409835815 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.048661816865205765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled, extreme close-up captures a clean, white paper towel resting on the smooth, dark surface of a polished crystal kitchen counter. The paper towel's subtle diamond-quilted texture is clearly visible, its fibrous surface catching the soft morning light streaming in through an unseen window. A faint, almost imperceptible breeze causes one free edge of the paper towel to rise and fall in a slow, rhythmic, wave-like motion. This movement is subtle and unhurried, a gentle tremor that barely disturbs its otherwise still form, mimicking the slow, deep breathing of a sleeper. Directed light casts long, soft shadows on the counter and creates a gentle sheen on its dark, reflective surface, creating a blurred, abstract reflection of the window. The scene's minimalist color palette, composed of bright whites and dark charcoal, warmed by the golden morning sunlight, creates an atmosphere of quiet, contemplative, and tranquility, transforming an ordinary moment into a visually poetic observation.", + "seed": 9713, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_6/index_1128_seed_9713_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12121081873774528, + "vlm_logprob": -0.12121081873774528, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.12121081873774528, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2826019823551178 + ], + "opposite_logprob_tokens": [ + -1.4076019525527954 + ], + "logprob_reward": -0.2826019823551178, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2826019823551178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21788035333156586, + 0.07174315303564072, + 0.08724477887153625, + 0.050916459411382675, + 0.16362111270427704, + 0.13484181463718414, + 0.08453534543514252, + 0.14310848712921143, + 0.02880234271287918, + 0.017306072637438774 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.2826019823551178 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037501901388168 + ], + "opposite_logprob_tokens": [ + -2.350374937057495 + ], + "logprob_reward": -0.10037501901388168, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037501901388168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21053190529346466, + 0.13844431936740875, + 0.12742561101913452, + 0.05628518387675285, + 0.17582444846630096, + 0.13291305303573608, + 0.047998927533626556, + 0.06980126351118088, + 0.018508287146687508, + 0.022267045453190804 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.10037501901388168 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902325689792633 + ], + "opposite_logprob_tokens": [ + -2.5790233612060547 + ], + "logprob_reward": -0.07902325689792633, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902325689792633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24592748284339905, + 0.10399296879768372, + 0.18389898538589478, + 0.02851809374988079, + 0.13143518567085266, + 0.07302059978246689, + 0.0742848590016365, + 0.0583358108997345, + 0.05097988620400429, + 0.049606166779994965 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.07902325689792633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054996270686388016 + ], + "opposite_logprob_tokens": [ + -2.9299962520599365 + ], + "logprob_reward": -0.054996270686388016, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054996270686388016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19282875955104828, + 0.09478498995304108, + 0.054579902440309525, + 0.03520148620009422, + 0.05111989378929138, + 0.0372907891869545, + 0.1224820464849472, + 0.19455298781394958, + 0.1842389702796936, + 0.03292015567421913 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.054996270686388016 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890575647354126 + ], + "opposite_logprob_tokens": [ + -2.464057445526123 + ], + "logprob_reward": -0.0890575647354126, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890575647354126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3534107506275177, + 0.08712988346815109, + 0.08529321849346161, + 0.06411737203598022, + 0.09796127676963806, + 0.06529305875301361, + 0.0571572370827198, + 0.08587786555290222, + 0.06854688376188278, + 0.03521236777305603 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0890575647354126 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled, extreme close-up captures a clean, white paper towel resting on the smooth, dark surface of a polished crystal kitchen counter. The paper towel's subtle diamond-quilted texture is clearly visible, its fibrous surface catching the soft morning light streaming in through an unseen window. A faint, almost imperceptible breeze causes one free edge of the paper towel to rise and fall in a slow, rhythmic, wave-like motion. This movement is subtle and unhurried, a gentle tremor that barely disturbs its otherwise still form, mimicking the slow, deep breathing of a sleeper. Directed light casts long, soft shadows on the counter and creates a gentle sheen on its dark, reflective surface, creating a blurred, abstract reflection of the window. The scene's minimalist color palette, composed of bright whites and dark charcoal, warmed by the golden morning sunlight, creates an atmosphere of quiet, contemplative, and tranquility, transforming an ordinary moment into a visually poetic observation.", + "seed": 9714, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_6/index_1128_seed_9714_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08317641243338585, + "vlm_logprob": -0.08317641243338585, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.08317641243338585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13090725243091583 + ], + "opposite_logprob_tokens": [ + -2.1309072971343994 + ], + "logprob_reward": -0.13090725243091583, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13090725243091583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43810978531837463, + 0.10941839218139648, + 0.17198596894741058, + 0.05106210336089134, + 0.01802145689725876, + 0.02292250283062458, + 0.01576976105570793, + 0.026296699419617653, + 0.09355771541595459, + 0.05285561457276344 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.13090725243091583 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211281567811966 + ], + "opposite_logprob_tokens": [ + -2.812112808227539 + ], + "logprob_reward": -0.06211281567811966, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211281567811966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2756970226764679, + 0.08483558893203735, + 0.17218485474586487, + 0.08244552463293076, + 0.039349041879177094, + 0.03268871083855629, + 0.02885054051876068, + 0.048700083047151566, + 0.12038177251815796, + 0.11486677825450897 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.06211281567811966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708249688148499 + ], + "opposite_logprob_tokens": [ + -2.127082586288452 + ], + "logprob_reward": -0.12708249688148499, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708249688148499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28556904196739197, + 0.34447503089904785, + 0.08330465853214264, + 0.09330076724290848, + 0.024282822385430336, + 0.01917671412229538, + 0.01691514439880848, + 0.02727288380265236, + 0.06265423446893692, + 0.0430486761033535 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.12708249688148499 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033724378794431686 + ], + "opposite_logprob_tokens": [ + -3.408724308013916 + ], + "logprob_reward": -0.033724378794431686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033724378794431686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19353735446929932, + 0.03078882023692131, + 0.41365328431129456, + 0.08110008388757706, + 0.03322617709636688, + 0.03290897235274315, + 0.03128649294376373, + 0.024355661123991013, + 0.059478167444467545, + 0.09966490417718887 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.033724378794431686 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205511838197708 + ], + "opposite_logprob_tokens": [ + -2.8120551109313965 + ], + "logprob_reward": -0.06205511838197708, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205511838197708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4288043677806854, + 0.0928213968873024, + 0.06130264699459076, + 0.07701464742422104, + 0.03828922659158707, + 0.049769893288612366, + 0.044252846390008926, + 0.0529104545712471, + 0.057071298360824585, + 0.09776327759027481 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.06205511838197708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled, extreme close-up captures a clean, white paper towel resting on the smooth, dark surface of a polished crystal kitchen counter. The paper towel's subtle diamond-quilted texture is clearly visible, its fibrous surface catching the soft morning light streaming in through an unseen window. A faint, almost imperceptible breeze causes one free edge of the paper towel to rise and fall in a slow, rhythmic, wave-like motion. This movement is subtle and unhurried, a gentle tremor that barely disturbs its otherwise still form, mimicking the slow, deep breathing of a sleeper. Directed light casts long, soft shadows on the counter and creates a gentle sheen on its dark, reflective surface, creating a blurred, abstract reflection of the window. The scene's minimalist color palette, composed of bright whites and dark charcoal, warmed by the golden morning sunlight, creates an atmosphere of quiet, contemplative, and tranquility, transforming an ordinary moment into a visually poetic observation.", + "seed": 9715, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_6/index_1128_seed_9715_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13902036659419537, + "vlm_logprob": -0.13902036659419537, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.13902036659419537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28440263867378235 + ], + "opposite_logprob_tokens": [ + -1.40940260887146 + ], + "logprob_reward": -0.28440263867378235, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28440263867378235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11150854825973511, + 0.07946839928627014, + 0.07080156356096268, + 0.059132542461156845, + 0.04825491085648537, + 0.08570744097232819, + 0.14119195938110352, + 0.17171385884284973, + 0.0921095460653305, + 0.14011123776435852 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.28440263867378235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026408428326249123 + ], + "opposite_logprob_tokens": [ + -3.6514084339141846 + ], + "logprob_reward": -0.026408428326249123, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026408428326249123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5657870173454285, + 0.057962704449892044, + 0.06533629447221756, + 0.01968337595462799, + 0.033400677144527435, + 0.05590185895562172, + 0.06332951784133911, + 0.023685308173298836, + 0.05590298771858215, + 0.05901024490594864 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.026408428326249123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521567642688751 + ], + "opposite_logprob_tokens": [ + -1.5021567344665527 + ], + "logprob_reward": -0.2521567642688751, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521567642688751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1892513483762741, + 0.07333669811487198, + 0.04050077125430107, + 0.0653776302933693, + 0.03455592691898346, + 0.027770033106207848, + 0.05214804783463478, + 0.13769729435443878, + 0.11713217943906784, + 0.2622300386428833 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.2521567642688751 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208917871117592 + ], + "opposite_logprob_tokens": [ + -2.812089204788208 + ], + "logprob_reward": -0.06208917871117592, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208917871117592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22285756468772888, + 0.08176522701978683, + 0.035757094621658325, + 0.0640970915555954, + 0.05024434253573418, + 0.1106957495212555, + 0.06352632492780685, + 0.16570323705673218, + 0.16356034576892853, + 0.041793063282966614 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.06208917871117592 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clean, white paper towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper towel resting on a smooth, dark, polished crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the diamond-quilted texture of the paper towel clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one free edge of the paper towel rise and fall in a slow, rhythmic, wave-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly high?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004482299089432 + ], + "opposite_logprob_tokens": [ + -2.695044755935669 + ], + "logprob_reward": -0.07004482299089432, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004482299089432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1791088879108429, + 0.19938480854034424, + 0.2163623422384262, + 0.04653792455792427, + 0.045097753405570984, + 0.04724268242716789, + 0.06943367421627045, + 0.08392339199781418, + 0.04241874814033508, + 0.07048984616994858 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.07004482299089432 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_7/index_tensor([5666, 5666])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_7/index_tensor([5666, 5666])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7421cde0059939c36670bcc910966cab6f287583 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_7/index_tensor([5666, 5666])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, tightly framed close-up, rendered in surreal CGI, focuses on the hypnotic movement of an ethereal creature, the camera gliding smoothly along it, tracing its path. Composed not of flesh but of pure, shimmering light and translucent spectral scales that move through an iridescent palette of cyan, magenta, and silver, gliding with uncanny grace. Its form is fluid and mesmerizing, appearing almost liquid as it falls upon the gnarled, dark brown roots of an ancient, fog-shrouded tree. The massive roots, covered in a mat of damp, velvety green moss, twist and curl like a petrified serpent. The ghost, the only source of light in the dim forest, casts a cool, otherworldly glow that illuminates the intricate, damp textures of the bark and blends into the thick, swirling mist, creating a radiant aura. Its movement is a single, uninterrupted, sinuous wave that flows steadily and deliberately over each wooden contour, without friction, in a captivating and silent dance that establishes an enchanting atmosphere of mystery and profound depth.", + "seed": 21599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_7/index_5666_seed_21599_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.004679370252415538, + "vlm_logprob": -0.004679370252415538, + "vlm_yes_no_margin": 5.6, + "vlm_token_credit": -0.004679370252415538, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011285871267318726 + ], + "opposite_logprob_tokens": [ + -4.511285781860352 + ], + "logprob_reward": -0.011285871267318726, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011285871267318726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46793195605278015, + 0.0639173611998558, + 0.05898527428507805, + 0.067833311855793, + 0.08121100813150406, + 0.05129040777683258, + 0.042079146951436996, + 0.02725481614470482, + 0.07795900851488113, + 0.06153763830661774 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.011285871267318726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022055604495108128 + ], + "opposite_logprob_tokens": [ + -6.1272053718566895 + ], + "logprob_reward": -0.0022055604495108128, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022055604495108128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25475096702575684, + 0.07592414319515228, + 0.07585238665342331, + 0.08724583685398102, + 0.07339213043451309, + 0.0795416384935379, + 0.04478612169623375, + 0.0651649758219719, + 0.14677733182907104, + 0.09656450152397156 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0022055604495108128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097281955182552 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097281955182552, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097281955182552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24800358712673187, + 0.07659200578927994, + 0.09395010769367218, + 0.07424861192703247, + 0.14866609871387482, + 0.0663849487900734, + 0.040059976279735565, + 0.08004236966371536, + 0.09748581051826477, + 0.07456657290458679 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.004097281955182552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098112694919109 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004098112694919109, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098112694919109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25648486614227295, + 0.09034981578588486, + 0.19972850382328033, + 0.04638285934925079, + 0.10511822253465652, + 0.0610765740275383, + 0.12402999401092529, + 0.043646447360515594, + 0.029541658237576485, + 0.043641045689582825 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.004098112694919109 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017100248951464891 + ], + "opposite_logprob_tokens": [ + -6.376709938049316 + ], + "logprob_reward": -0.0017100248951464891, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017100248951464891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1890660524368286, + 0.11653392016887665, + 0.11802665889263153, + 0.06747971475124359, + 0.09747865051031113, + 0.08079805225133896, + 0.029404906556010246, + 0.031070729717612267, + 0.0983545333147049, + 0.17178675532341003 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0017100248951464891 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tightly framed close-up, rendered in surreal CGI, focuses on the hypnotic movement of an ethereal creature, the camera gliding smoothly along it, tracing its path. Composed not of flesh but of pure, shimmering light and translucent spectral scales that move through an iridescent palette of cyan, magenta, and silver, gliding with uncanny grace. Its form is fluid and mesmerizing, appearing almost liquid as it falls upon the gnarled, dark brown roots of an ancient, fog-shrouded tree. The massive roots, covered in a mat of damp, velvety green moss, twist and curl like a petrified serpent. The ghost, the only source of light in the dim forest, casts a cool, otherworldly glow that illuminates the intricate, damp textures of the bark and blends into the thick, swirling mist, creating a radiant aura. Its movement is a single, uninterrupted, sinuous wave that flows steadily and deliberately over each wooden contour, without friction, in a captivating and silent dance that establishes an enchanting atmosphere of mystery and profound depth.", + "seed": 21600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_7/index_5666_seed_21600_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01545284311287105, + "vlm_logprob": -0.01545284311287105, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.01545284311287105, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03858809545636177 + ], + "opposite_logprob_tokens": [ + -3.288588047027588 + ], + "logprob_reward": -0.03858809545636177, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03858809545636177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11331862956285477, + 0.03980235010385513, + 0.12494198977947235, + 0.08556206524372101, + 0.031116655096411705, + 0.0440218560397625, + 0.033370327204465866, + 0.17679892480373383, + 0.24425311386585236, + 0.10681406408548355 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.03858809545636177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301932960748672 + ], + "opposite_logprob_tokens": [ + -3.773301839828491 + ], + "logprob_reward": -0.023301932960748672, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301932960748672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16795261204242706, + 0.0534939244389534, + 0.21759554743766785, + 0.04242829233407974, + 0.03898569568991661, + 0.03261978551745415, + 0.04600919783115387, + 0.22095318138599396, + 0.10093729197978973, + 0.07902445644140244 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.023301932960748672 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631551939994097 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631551939994097, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631551939994097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1688913255929947, + 0.02460414171218872, + 0.04396076127886772, + 0.0526062436401844, + 0.06836795061826706, + 0.04799067974090576, + 0.08002538233995438, + 0.03474234789609909, + 0.39879024028778076, + 0.08002105355262756 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.007631551939994097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257589276880026 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257589276880026, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257589276880026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2930069863796234, + 0.025768958032131195, + 0.07725869119167328, + 0.06438758969306946, + 0.03068976290524006, + 0.12300904840230942, + 0.07702098041772842, + 0.1032361388206482, + 0.14174602925777435, + 0.06387575715780258 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.005257589276880026 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024850459303706884 + ], + "opposite_logprob_tokens": [ + -6.002485275268555 + ], + "logprob_reward": -0.0024850459303706884, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024850459303706884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2610793113708496, + 0.03255855292081833, + 0.07672470808029175, + 0.08506640046834946, + 0.03118901513516903, + 0.0504804290831089, + 0.0763021782040596, + 0.08786781877279282, + 0.24559885263442993, + 0.053132690489292145 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0024850459303706884 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tightly framed close-up, rendered in surreal CGI, focuses on the hypnotic movement of an ethereal creature, the camera gliding smoothly along it, tracing its path. Composed not of flesh but of pure, shimmering light and translucent spectral scales that move through an iridescent palette of cyan, magenta, and silver, gliding with uncanny grace. Its form is fluid and mesmerizing, appearing almost liquid as it falls upon the gnarled, dark brown roots of an ancient, fog-shrouded tree. The massive roots, covered in a mat of damp, velvety green moss, twist and curl like a petrified serpent. The ghost, the only source of light in the dim forest, casts a cool, otherworldly glow that illuminates the intricate, damp textures of the bark and blends into the thick, swirling mist, creating a radiant aura. Its movement is a single, uninterrupted, sinuous wave that flows steadily and deliberately over each wooden contour, without friction, in a captivating and silent dance that establishes an enchanting atmosphere of mystery and profound depth.", + "seed": 21601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_7/index_5666_seed_21601_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0179939485155046, + "vlm_logprob": -0.0179939485155046, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.0179939485155046, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02392982505261898 + ], + "opposite_logprob_tokens": [ + -3.7739298343658447 + ], + "logprob_reward": -0.02392982505261898, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02392982505261898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46422454714775085, + 0.19035300612449646, + 0.021360624581575394, + 0.0928250178694725, + 0.08232378214597702, + 0.024696335196495056, + 0.0392036996781826, + 0.022547584027051926, + 0.027680538594722748, + 0.03478487208485603 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.02392982505261898 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497302860021591 + ], + "opposite_logprob_tokens": [ + -2.9299731254577637 + ], + "logprob_reward": -0.05497302860021591, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497302860021591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6710598468780518, + 0.07049313932657242, + 0.05473040044307709, + 0.0197598934173584, + 0.07557947933673859, + 0.016510535031557083, + 0.030231475830078125, + 0.013936038129031658, + 0.013395923189818859, + 0.03430328890681267 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05497302860021591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003617292968556285 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.003617292968556285, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003617292968556285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5739220380783081, + 0.051449473947286606, + 0.04996715486049652, + 0.06794241815805435, + 0.07215169817209244, + 0.05196356400847435, + 0.03572724014520645, + 0.026958463713526726, + 0.03348299115896225, + 0.036434948444366455 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.003617292968556285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255573429167271 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255573429167271, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255573429167271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1264377385377884, + 0.10700270533561707, + 0.01670132204890251, + 0.2911282777786255, + 0.16889126598834991, + 0.04176591709256172, + 0.0663256123661995, + 0.05329757556319237, + 0.069606713950634, + 0.05884288623929024 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.005255573429167271 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021940225269645452 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.0021940225269645452, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021940225269645452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42414864897727966, + 0.09429316967725754, + 0.053472451865673065, + 0.07457911223173141, + 0.03663511201739311, + 0.0408683679997921, + 0.07824026048183441, + 0.07339747995138168, + 0.05087234452366829, + 0.07349313050508499 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0021940225269645452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tightly framed close-up, rendered in surreal CGI, focuses on the hypnotic movement of an ethereal creature, the camera gliding smoothly along it, tracing its path. Composed not of flesh but of pure, shimmering light and translucent spectral scales that move through an iridescent palette of cyan, magenta, and silver, gliding with uncanny grace. Its form is fluid and mesmerizing, appearing almost liquid as it falls upon the gnarled, dark brown roots of an ancient, fog-shrouded tree. The massive roots, covered in a mat of damp, velvety green moss, twist and curl like a petrified serpent. The ghost, the only source of light in the dim forest, casts a cool, otherworldly glow that illuminates the intricate, damp textures of the bark and blends into the thick, swirling mist, creating a radiant aura. Its movement is a single, uninterrupted, sinuous wave that flows steadily and deliberately over each wooden contour, without friction, in a captivating and silent dance that establishes an enchanting atmosphere of mystery and profound depth.", + "seed": 21602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_7/index_5666_seed_21602_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01700393930077553, + "vlm_logprob": -0.01700393930077553, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.01700393930077553, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06284108012914658 + ], + "opposite_logprob_tokens": [ + -2.8128411769866943 + ], + "logprob_reward": -0.06284108012914658, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06284108012914658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03978263959288597, + 0.08181485533714294, + 0.0500359907746315, + 0.0196521133184433, + 0.04990408942103386, + 0.04657450690865517, + 0.02991933934390545, + 0.32775983214378357, + 0.26593759655952454, + 0.08861898630857468 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.06284108012914658 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795455262064934 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795455262064934, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795455262064934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017872394993901253, + 0.04820000380277634, + 0.016502154991030693, + 0.02325165458023548, + 0.025413207709789276, + 0.008996252901852131, + 0.029037758708000183, + 0.30554690957069397, + 0.47188249230384827, + 0.05329715088009834 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.009795455262064934 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641592036932707 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641592036932707, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641592036932707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1224200576543808, + 0.08352863788604736, + 0.09502735733985901, + 0.041748546063899994, + 0.032313939183950424, + 0.08917342871427536, + 0.03028065338730812, + 0.25693875551223755, + 0.1782149076461792, + 0.07035372406244278 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.004641592036932707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256166215986013 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.005256166215986013, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256166215986013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2138584703207016, + 0.057132426649332047, + 0.10467780381441116, + 0.041997943073511124, + 0.0802280455827713, + 0.04330703988671303, + 0.049391236156225204, + 0.07798109948635101, + 0.2762823700904846, + 0.05514359846711159 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.005256166215986013 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the creature composed of pure, shimmering light and translucent spectral scales rather than flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature display an iridescent palette of cyan, magenta, and silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature moving in a single, uninterrupted, sinuous wave over gnarled, dark brown roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots covered in a mat of damp, velvety green moss and appear like a petrified serpent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tightly framed close-up that glides smoothly along the creature's path?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248540285974741 + ], + "opposite_logprob_tokens": [ + -6.002485275268555 + ], + "logprob_reward": -0.00248540285974741, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248540285974741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040518298745155334, + 0.05021464452147484, + 0.03451215475797653, + 0.04317023605108261, + 0.023795077577233315, + 0.02444750815629959, + 0.03222241625189781, + 0.4871414005756378, + 0.22501158714294434, + 0.03896671533584595 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.00248540285974741 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_8/index_tensor([3547, 3547])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_8/index_tensor([3547, 3547])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eea3e53ddab7864dc7de963d6138fe4f54ca727d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_8/index_tensor([3547, 3547])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle close-up meticulously captures the accelerating melting of a crystal ice cube on a polished black granite countertop. Initially, the cube's outline is sharp, its facets catching the focused, warm overhead light, creating a brilliant glow. As the process unfolds, its sharp edges gradually blur, its geometric structure softening, giving way to a liquid form. A delicate ring of water meticulously forms at its base, steadily expanding outward across the dark, reflective surface. Instantly, the cube shrinks to its final, translucent fragment, temporarily floating in the center of a growing, shimmering pool. It dissolves completely, leaving behind only a still, circular puddle, its calm surface perfectly reflecting the single light source. Against a soft-focus background, the green digital display on a stainless steel microwave rapidly changes, blinking to zero, visually synchronizing the complete transformation of the ice and creating a quiet, focused atmosphere that speaks to the relentless passage of time.", + "seed": 24662, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_8/index_3547_seed_24662_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1848106116987765, + "vlm_logprob": -0.1848106116987765, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.1848106116987765, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20306357741355896 + ], + "opposite_logprob_tokens": [ + -1.7030636072158813 + ], + "logprob_reward": -0.20306357741355896, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20306357741355896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35397645831108093, + 0.21913635730743408, + 0.0583852082490921, + 0.10572823882102966, + 0.07205639779567719, + 0.02745905891060829, + 0.02707090973854065, + 0.050380680710077286, + 0.03368658199906349, + 0.052119992673397064 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.20306357741355896 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608091965317726 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.01608091965317726, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608091965317726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16719968616962433, + 0.23017139732837677, + 0.040056344121694565, + 0.03318066895008087, + 0.04985645413398743, + 0.0765361413359642, + 0.21073874831199646, + 0.05898076295852661, + 0.05406792834401131, + 0.07921184599399567 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.01608091965317726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028232974000275135 + ], + "opposite_logprob_tokens": [ + -5.877823352813721 + ], + "logprob_reward": -0.0028232974000275135, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028232974000275135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05109184607863426, + 0.11005052179098129, + 0.04057571291923523, + 0.06572731584310532, + 0.10831248760223389, + 0.04665133357048035, + 0.08825388550758362, + 0.3056603670120239, + 0.11941573023796082, + 0.06426075845956802 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.0028232974000275135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934393048286438 + ], + "opposite_logprob_tokens": [ + -0.6934393048286438 + ], + "logprob_reward": -0.6934393048286438, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934393048286438, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07490332424640656, + 0.08077225089073181, + 0.05019589513540268, + 0.06317634880542755, + 0.17344793677330017, + 0.10663152486085892, + 0.19502554833889008, + 0.14386020600795746, + 0.04486682638525963, + 0.06712014228105545 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.6934393048286438 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645959198474884 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645959198474884, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645959198474884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17852114140987396, + 0.20064027607440948, + 0.03609206900000572, + 0.03703421726822853, + 0.08193265646696091, + 0.03831721097230911, + 0.09155938029289246, + 0.13904230296611786, + 0.08328445255756378, + 0.11357629299163818 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.008645959198474884 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up meticulously captures the accelerating melting of a crystal ice cube on a polished black granite countertop. Initially, the cube's outline is sharp, its facets catching the focused, warm overhead light, creating a brilliant glow. As the process unfolds, its sharp edges gradually blur, its geometric structure softening, giving way to a liquid form. A delicate ring of water meticulously forms at its base, steadily expanding outward across the dark, reflective surface. Instantly, the cube shrinks to its final, translucent fragment, temporarily floating in the center of a growing, shimmering pool. It dissolves completely, leaving behind only a still, circular puddle, its calm surface perfectly reflecting the single light source. Against a soft-focus background, the green digital display on a stainless steel microwave rapidly changes, blinking to zero, visually synchronizing the complete transformation of the ice and creating a quiet, focused atmosphere that speaks to the relentless passage of time.", + "seed": 24663, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_8/index_3547_seed_24663_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.049860764667391776, + "vlm_logprob": -0.049860764667391776, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.049860764667391776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20272724330425262 + ], + "opposite_logprob_tokens": [ + -1.702727198600769 + ], + "logprob_reward": -0.20272724330425262, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20272724330425262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3168599307537079, + 0.09480372816324234, + 0.07813528925180435, + 0.07079017907381058, + 0.10593623667955399, + 0.1504426896572113, + 0.06715723872184753, + 0.06450947374105453, + 0.026597920805215836, + 0.024767354130744934 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.20272724330425262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792031720280647 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.009792031720280647, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792031720280647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2222263067960739, + 0.3285006880760193, + 0.12223688513040543, + 0.037129662930965424, + 0.04208185151219368, + 0.03590833395719528, + 0.07364686578512192, + 0.08948828279972076, + 0.0254357997328043, + 0.023345205932855606 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.009792031720280647 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641948267817497 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004641948267817497, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641948267817497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14931334555149078, + 0.08999539911746979, + 0.1211966872215271, + 0.03236742317676544, + 0.10832735896110535, + 0.20954513549804688, + 0.12523141503334045, + 0.11311870813369751, + 0.027249902486801147, + 0.023654654622077942 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.004641948267817497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072941944003105 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.016072941944003105, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072941944003105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11101938039064407, + 0.13442644476890564, + 0.035266850143671036, + 0.03117193840444088, + 0.06970655173063278, + 0.08927705138921738, + 0.12183941155672073, + 0.13314683735370636, + 0.15054261684417725, + 0.12360286712646484 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.016072941944003105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606965810060501 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.01606965810060501, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606965810060501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44754278659820557, + 0.07468262314796448, + 0.08224961906671524, + 0.05556383728981018, + 0.029011687263846397, + 0.07137269526720047, + 0.08859218657016754, + 0.06451253592967987, + 0.05553572624921799, + 0.030936265364289284 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.01606965810060501 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up meticulously captures the accelerating melting of a crystal ice cube on a polished black granite countertop. Initially, the cube's outline is sharp, its facets catching the focused, warm overhead light, creating a brilliant glow. As the process unfolds, its sharp edges gradually blur, its geometric structure softening, giving way to a liquid form. A delicate ring of water meticulously forms at its base, steadily expanding outward across the dark, reflective surface. Instantly, the cube shrinks to its final, translucent fragment, temporarily floating in the center of a growing, shimmering pool. It dissolves completely, leaving behind only a still, circular puddle, its calm surface perfectly reflecting the single light source. Against a soft-focus background, the green digital display on a stainless steel microwave rapidly changes, blinking to zero, visually synchronizing the complete transformation of the ice and creating a quiet, focused atmosphere that speaks to the relentless passage of time.", + "seed": 24664, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_8/index_3547_seed_24664_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017791401222348215, + "vlm_logprob": -0.017791401222348215, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.017791401222348215, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05013684555888176 + ], + "opposite_logprob_tokens": [ + -3.0501368045806885 + ], + "logprob_reward": -0.05013684555888176, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05013684555888176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12761877477169037, + 0.29261308908462524, + 0.062345266342163086, + 0.07278440147638321, + 0.1035570278763771, + 0.20151308178901672, + 0.039965394884347916, + 0.05436693876981735, + 0.023871859535574913, + 0.02136416733264923 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.05013684555888176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639123592525721 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007639123592525721, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639123592525721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13814249634742737, + 0.332297682762146, + 0.01983950473368168, + 0.013302396982908249, + 0.026719961315393448, + 0.35785552859306335, + 0.024831905961036682, + 0.04705152288079262, + 0.0160061065107584, + 0.023952873423695564 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.007639123592525721 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642541520297527 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642541520297527, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642541520297527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12269004434347153, + 0.12762530148029327, + 0.06457545608282089, + 0.029819302260875702, + 0.03525136783719063, + 0.32907113432884216, + 0.037963397800922394, + 0.12835842370986938, + 0.07170190662145615, + 0.05294370278716087 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.004642541520297527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058861404657364 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058861404657364, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058861404657364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026535846292972565, + 0.07429347932338715, + 0.06830704212188721, + 0.027911828830838203, + 0.11112488806247711, + 0.5510188937187195, + 0.03513685613870621, + 0.055008113384246826, + 0.024797281250357628, + 0.025865785777568817 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.02058861404657364 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059498813934624195 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.0059498813934624195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059498813934624195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02979416958987713, + 0.4471268653869629, + 0.017414141446352005, + 0.02775365486741066, + 0.036431293934583664, + 0.3574847877025604, + 0.02332855388522148, + 0.02591167576611042, + 0.010404068976640701, + 0.02435087226331234 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.0059498813934624195 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up meticulously captures the accelerating melting of a crystal ice cube on a polished black granite countertop. Initially, the cube's outline is sharp, its facets catching the focused, warm overhead light, creating a brilliant glow. As the process unfolds, its sharp edges gradually blur, its geometric structure softening, giving way to a liquid form. A delicate ring of water meticulously forms at its base, steadily expanding outward across the dark, reflective surface. Instantly, the cube shrinks to its final, translucent fragment, temporarily floating in the center of a growing, shimmering pool. It dissolves completely, leaving behind only a still, circular puddle, its calm surface perfectly reflecting the single light source. Against a soft-focus background, the green digital display on a stainless steel microwave rapidly changes, blinking to zero, visually synchronizing the complete transformation of the ice and creating a quiet, focused atmosphere that speaks to the relentless passage of time.", + "seed": 24665, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_8/index_3547_seed_24665_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018297016550786794, + "vlm_logprob": -0.018297016550786794, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.018297016550786794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0505794957280159 + ], + "opposite_logprob_tokens": [ + -3.05057954788208 + ], + "logprob_reward": -0.0505794957280159, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0505794957280159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27936381101608276, + 0.05170416086912155, + 0.1196928545832634, + 0.1645124852657318, + 0.18573442101478577, + 0.04875527322292328, + 0.04994980990886688, + 0.025616919621825218, + 0.04971089959144592, + 0.024959417060017586 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0505794957280159 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003200886305421591 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.003200886305421591, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003200886305421591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06671980768442154, + 0.020338770002126694, + 0.049605585634708405, + 0.5565560460090637, + 0.13222169876098633, + 0.03997793421149254, + 0.030724069103598595, + 0.0345824733376503, + 0.0417666994035244, + 0.02750694751739502 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.003200886305421591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019440815085545182 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.0019440815085545182, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019440815085545182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08989472687244415, + 0.026216872036457062, + 0.030180050060153008, + 0.14027339220046997, + 0.45806965231895447, + 0.06474397331476212, + 0.03550522401928902, + 0.022176209837198257, + 0.10433090478181839, + 0.028609003871679306 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.0019440815085545182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809197410941124 + ], + "opposite_logprob_tokens": [ + -3.5298092365264893 + ], + "logprob_reward": -0.029809197410941124, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809197410941124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054695241153240204, + 0.025079766288399696, + 0.019493671134114265, + 0.06735966354608536, + 0.07968077063560486, + 0.028472695499658585, + 0.11731616407632828, + 0.04356999322772026, + 0.505340039730072, + 0.058992013335227966 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.029809197410941124 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal ice cube initially with sharp edges and facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished black granite countertop with a soft-focus background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube melt into a liquid form, forming a ring of water at its base that expands outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a green digital display on a stainless steel microwave that blinks to zero?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting focused and warm from an overhead source, creating a brilliant glow on the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059514218010008335 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.0059514218010008335, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059514218010008335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17023833096027374, + 0.08662601560354233, + 0.05794110149145126, + 0.056830115616321564, + 0.16794735193252563, + 0.049090560525655746, + 0.2052583247423172, + 0.046839043498039246, + 0.11680648475885391, + 0.042422737926244736 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0059514218010008335 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_9/index_tensor([7240, 7240])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_9/index_tensor([7240, 7240])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d3c026d6da3948e17eefa0f88a409ea7a5f2b16d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_9/index_tensor([7240, 7240])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static close-up shot from a slightly downward angle focuses squarely on a delicate, matte-gray ceramic teacup, resting on a dark, minimalist wooden tabletop. Within the cup, a clear, pale-gold tea liquid fills the air, while a few delicate, needle-like leaves, curled tightly together, rest at the bottom. Their outlines are clearly visible in a soft, diffused light from the side. The image's palette is deliberately desaturated, dominated by soft grays, dark wood tones, and the pale gold of the tea liquid. Only the tea leaves themselves retain a touch of vibrant green. Then, a magical scene slowly unfolds: Instead of unwinding in the hot water as usual, the edges of the tea leaves begin to subtly shimmer and break down into individual, bright green pixels. These pixels, instead of dissolving in the water, seem to defy the laws of physics, rising steadily and deliberately upwards. As they rise, they seamlessly transform into visible, swirling wisps of steam. This steam itself is composed of shimmering, blocky pixels, creating a captivating three-dimensional effect under the light. The entire fantasy sublimation process is dynamically presented in a high-fidelity and exquisite pixel art style, creating a quiet, focused and incredible magical atmosphere.", + "seed": 13262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_9/index_7240_seed_13262_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14773806296288966, + "vlm_logprob": -0.14773806296288966, + "vlm_yes_no_margin": 2.575000011920929, + "vlm_token_credit": -0.14773806296288966, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0647491067647934 + ], + "opposite_logprob_tokens": [ + -2.814749002456665 + ], + "logprob_reward": -0.0647491067647934, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0647491067647934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2776530981063843, + 0.06735440343618393, + 0.03549370914697647, + 0.055022452026605606, + 0.18205435574054718, + 0.09512557089328766, + 0.04357616603374481, + 0.05487077683210373, + 0.07432518154382706, + 0.11452426016330719 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0647491067647934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033719077706336975 + ], + "opposite_logprob_tokens": [ + -3.408719062805176 + ], + "logprob_reward": -0.033719077706336975, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033719077706336975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16586868464946747, + 0.1449715793132782, + 0.07036454230546951, + 0.10421497374773026, + 0.1039540022611618, + 0.04029395431280136, + 0.12173455953598022, + 0.054874930530786514, + 0.10088428854942322, + 0.09283845871686935 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.033719077706336975 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787900373339653 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.009787900373339653, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787900373339653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12696653604507446, + 0.05068717524409294, + 0.0665568932890892, + 0.09979422390460968, + 0.08737295866012573, + 0.1471051126718521, + 0.07417214661836624, + 0.1768036186695099, + 0.06995891779661179, + 0.10058238357305527 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.009787900373339653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154382288455963 + ], + "opposite_logprob_tokens": [ + -1.7015438079833984 + ], + "logprob_reward": -0.20154382288455963, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154382288455963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07280673831701279, + 0.0389954037964344, + 0.031328532844781876, + 0.09623691439628601, + 0.06932409107685089, + 0.13366322219371796, + 0.07197431474924088, + 0.3213053345680237, + 0.08269064128398895, + 0.08167470991611481 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.20154382288455963 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288904070854187 + ], + "opposite_logprob_tokens": [ + -1.0538904666900635 + ], + "logprob_reward": -0.4288904070854187, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4288904070854187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13121014833450317, + 0.025221824645996094, + 0.040957555174827576, + 0.059030916541814804, + 0.1327403038740158, + 0.12523791193962097, + 0.09375958889722824, + 0.2441236525774002, + 0.04991680383682251, + 0.09780130535364151 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.4288904070854187 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a slightly downward angle focuses squarely on a delicate, matte-gray ceramic teacup, resting on a dark, minimalist wooden tabletop. Within the cup, a clear, pale-gold tea liquid fills the air, while a few delicate, needle-like leaves, curled tightly together, rest at the bottom. Their outlines are clearly visible in a soft, diffused light from the side. The image's palette is deliberately desaturated, dominated by soft grays, dark wood tones, and the pale gold of the tea liquid. Only the tea leaves themselves retain a touch of vibrant green. Then, a magical scene slowly unfolds: Instead of unwinding in the hot water as usual, the edges of the tea leaves begin to subtly shimmer and break down into individual, bright green pixels. These pixels, instead of dissolving in the water, seem to defy the laws of physics, rising steadily and deliberately upwards. As they rise, they seamlessly transform into visible, swirling wisps of steam. This steam itself is composed of shimmering, blocky pixels, creating a captivating three-dimensional effect under the light. The entire fantasy sublimation process is dynamically presented in a high-fidelity and exquisite pixel art style, creating a quiet, focused and incredible magical atmosphere.", + "seed": 13263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_9/index_7240_seed_13263_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1334872914478183, + "vlm_logprob": -0.1334872914478183, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.1334872914478183, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0507998950779438 + ], + "opposite_logprob_tokens": [ + -3.05079984664917 + ], + "logprob_reward": -0.0507998950779438, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0507998950779438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03262634575366974, + 0.03395814448595047, + 0.03242809325456619, + 0.017967864871025085, + 0.013744975440204144, + 0.02661941759288311, + 0.05065425857901573, + 0.740071177482605, + 0.03208957612514496, + 0.019840151071548462 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.0507998950779438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018211768940091133 + ], + "opposite_logprob_tokens": [ + -4.018211841583252 + ], + "logprob_reward": -0.018211768940091133, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018211768940091133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11117514967918396, + 0.08537659794092178, + 0.01227293349802494, + 0.009226890280842781, + 0.10114456713199615, + 0.039917461574077606, + 0.05523263290524483, + 0.5599437355995178, + 0.012955918908119202, + 0.01275403518229723 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.018211768940091133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792149998247623 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.009792149998247623, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792149998247623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15210489928722382, + 0.10574181377887726, + 0.036256760358810425, + 0.06607106328010559, + 0.05971808359026909, + 0.05329393595457077, + 0.13221487402915955, + 0.14740654826164246, + 0.10497939586639404, + 0.1422126442193985 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.009792149998247623 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156019926071167 + ], + "opposite_logprob_tokens": [ + -1.7015602588653564 + ], + "logprob_reward": -0.20156019926071167, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156019926071167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013792374171316624, + 0.0069282823242247105, + 0.011045901104807854, + 0.0058554974384605885, + 0.004859535489231348, + 0.00669859116896987, + 0.00847442913800478, + 0.877164363861084, + 0.019699299708008766, + 0.04548172280192375 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.20156019926071167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38707244396209717 + ], + "opposite_logprob_tokens": [ + -1.1370724439620972 + ], + "logprob_reward": -0.38707244396209717, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38707244396209717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09722602367401123, + 0.06821825355291367, + 0.03527601435780525, + 0.022902801632881165, + 0.01889595203101635, + 0.05211144685745239, + 0.06200254335999489, + 0.14856065809726715, + 0.1005730852484703, + 0.39423322677612305 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.38707244396209717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a slightly downward angle focuses squarely on a delicate, matte-gray ceramic teacup, resting on a dark, minimalist wooden tabletop. Within the cup, a clear, pale-gold tea liquid fills the air, while a few delicate, needle-like leaves, curled tightly together, rest at the bottom. Their outlines are clearly visible in a soft, diffused light from the side. The image's palette is deliberately desaturated, dominated by soft grays, dark wood tones, and the pale gold of the tea liquid. Only the tea leaves themselves retain a touch of vibrant green. Then, a magical scene slowly unfolds: Instead of unwinding in the hot water as usual, the edges of the tea leaves begin to subtly shimmer and break down into individual, bright green pixels. These pixels, instead of dissolving in the water, seem to defy the laws of physics, rising steadily and deliberately upwards. As they rise, they seamlessly transform into visible, swirling wisps of steam. This steam itself is composed of shimmering, blocky pixels, creating a captivating three-dimensional effect under the light. The entire fantasy sublimation process is dynamically presented in a high-fidelity and exquisite pixel art style, creating a quiet, focused and incredible magical atmosphere.", + "seed": 13264, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_9/index_7240_seed_13264_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13459179624915124, + "vlm_logprob": -0.13459179624915124, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.13459179624915124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08106811344623566 + ], + "opposite_logprob_tokens": [ + -2.5810680389404297 + ], + "logprob_reward": -0.08106811344623566, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08106811344623566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35097482800483704, + 0.06787700206041336, + 0.010487652383744717, + 0.03364026919007301, + 0.029911167919635773, + 0.0128099974244833, + 0.11692949384450912, + 0.04062478989362717, + 0.09945953637361526, + 0.23728522658348083 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.08106811344623566 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211048372089863 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211048372089863, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211048372089863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2688920199871063, + 0.1110830083489418, + 0.03829359635710716, + 0.03522760793566704, + 0.0289143156260252, + 0.11478321999311447, + 0.23895806074142456, + 0.01584143191576004, + 0.06958181411027908, + 0.07842490822076797 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.014211048372089863 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595568772405386 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.00595568772405386, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595568772405386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04693609103560448, + 0.0160819161683321, + 0.00979782547801733, + 0.013795589096844196, + 0.020136356353759766, + 0.046523913741111755, + 0.7169163227081299, + 0.03491617366671562, + 0.06814833730459213, + 0.02674747072160244 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.00595568772405386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428118199110031 + ], + "opposite_logprob_tokens": [ + -2.0178117752075195 + ], + "logprob_reward": -0.1428118199110031, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428118199110031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2677091956138611, + 0.03441406786441803, + 0.021737482398748398, + 0.020841440185904503, + 0.027361169457435608, + 0.12020891904830933, + 0.15959158539772034, + 0.1783636212348938, + 0.12223181128501892, + 0.04754069820046425 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.1428118199110031 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42891231179237366 + ], + "opposite_logprob_tokens": [ + -1.0539122819900513 + ], + "logprob_reward": -0.42891231179237366, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42891231179237366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.149463951587677, + 0.032578468322753906, + 0.010567177087068558, + 0.008512184023857117, + 0.024399131536483765, + 0.06957453489303589, + 0.492221862077713, + 0.10796840488910675, + 0.04880746454000473, + 0.05590677261352539 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.42891231179237366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a slightly downward angle focuses squarely on a delicate, matte-gray ceramic teacup, resting on a dark, minimalist wooden tabletop. Within the cup, a clear, pale-gold tea liquid fills the air, while a few delicate, needle-like leaves, curled tightly together, rest at the bottom. Their outlines are clearly visible in a soft, diffused light from the side. The image's palette is deliberately desaturated, dominated by soft grays, dark wood tones, and the pale gold of the tea liquid. Only the tea leaves themselves retain a touch of vibrant green. Then, a magical scene slowly unfolds: Instead of unwinding in the hot water as usual, the edges of the tea leaves begin to subtly shimmer and break down into individual, bright green pixels. These pixels, instead of dissolving in the water, seem to defy the laws of physics, rising steadily and deliberately upwards. As they rise, they seamlessly transform into visible, swirling wisps of steam. This steam itself is composed of shimmering, blocky pixels, creating a captivating three-dimensional effect under the light. The entire fantasy sublimation process is dynamically presented in a high-fidelity and exquisite pixel art style, creating a quiet, focused and incredible magical atmosphere.", + "seed": 13265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000284/group_9/index_7240_seed_13265_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.190639572031796, + "vlm_logprob": -0.190639572031796, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.190639572031796, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11846288293600082 + ], + "opposite_logprob_tokens": [ + -2.2434628009796143 + ], + "logprob_reward": -0.11846288293600082, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11846288293600082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20878511667251587, + 0.12283021956682205, + 0.0690792053937912, + 0.09569006413221359, + 0.10781440883874893, + 0.042193591594696045, + 0.09152484685182571, + 0.09021858870983124, + 0.07103223353624344, + 0.10083173960447311 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.11846288293600082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311715573072433 + ], + "opposite_logprob_tokens": [ + -3.7733116149902344 + ], + "logprob_reward": -0.023311715573072433, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311715573072433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1550348997116089, + 0.14463885128498077, + 0.11546353995800018, + 0.06697497516870499, + 0.17621812224388123, + 0.07373970746994019, + 0.09290098398923874, + 0.06288757920265198, + 0.06426194310188293, + 0.047879453748464584 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.023311715573072433 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746490485966206 + ], + "opposite_logprob_tokens": [ + -5.006746292114258 + ], + "logprob_reward": -0.006746490485966206, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746490485966206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13942287862300873, + 0.06091563403606415, + 0.060858748853206635, + 0.06845724582672119, + 0.06134870648384094, + 0.0646335557103157, + 0.09959301352500916, + 0.11791577935218811, + 0.11995408684015274, + 0.20690038800239563 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.006746490485966206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813373804092407 + ], + "opposite_logprob_tokens": [ + -1.4063373804092407 + ], + "logprob_reward": -0.2813373804092407, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813373804092407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09611634165048599, + 0.040483105927705765, + 0.06023426726460457, + 0.08381924778223038, + 0.03926790878176689, + 0.049083441495895386, + 0.14485245943069458, + 0.11933509260416031, + 0.18393529951572418, + 0.18287286162376404 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.2813373804092407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static close-up shot of a matte-gray ceramic teacup on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the tea leaves inside the cup initially appear as curled, needle-like shapes with vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tea leaves break down into bright green pixels that rise upwards instead of dissolving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rising pixels transform into steam composed of shimmering, blocky pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a high-fidelity pixel art style with a desaturated palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233393907546997 + ], + "opposite_logprob_tokens": [ + -0.8983393907546997 + ], + "logprob_reward": -0.5233393907546997, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233393907546997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12857161462306976, + 0.058305226266384125, + 0.05576742812991142, + 0.042912792414426804, + 0.08014937490224838, + 0.0603259801864624, + 0.09144020080566406, + 0.08050476759672165, + 0.3313256502151489, + 0.07069701701402664 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.5233393907546997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file